247 results on '"General Electric Healthcare"'
Search Results
2. Machine Learning Techniques Applied to Dose Prediction in Computed Tomography Tests
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Universidad Politécnica de Cartagena, General Electric Healthcare, Hospital General Universitario Santa Lucía, García Sánchez, Antonio Javier, García Angosto, Enrique Ángel, Llor Álvarez, José Luis, Serna Berna, Alfredo, Ramos Amores, David, Universidad Politécnica de Cartagena, General Electric Healthcare, Hospital General Universitario Santa Lucía, García Sánchez, Antonio Javier, García Angosto, Enrique Ángel, Llor Álvarez, José Luis, Serna Berna, Alfredo, and Ramos Amores, David
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Increasingly more patients exposed to radiation from computed axial tomography (CT) will have a greater risk of developing tumors or cancer that are caused by cell mutation in the future. A minor dose level would decrease the number of these possible cases. However, this framework can result in medical specialists (radiologists) not being able to detect anomalies or lesions. This work explores a way of addressing these concerns, achieving the reduction of unnecessary radiation without compromising the diagnosis. We contribute with a novel methodology in the CT area to predict the precise radiation that a patient should be given to accomplish this goal. Specifically, from a real dataset composed of the dose data of over fifty thousand patients that have been classified into standardized protocols (skull, abdomen, thorax, pelvis, etc.), we eliminate atypical information (outliers), to later generate regression curves employing diverse well-known Machine Learning techniques. As a result, we have chosen the best analytical technique per protocol; a selection that was thoroughly carried out according to traditional dosimetry parameters to accurately quantify the dose level that the radiologist should apply in each CT test.
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- 2019
3. Association Between Vision and Brain Cortical Thickness in a Community-Dwelling Elderly Cohort
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Chloé Chamard, Jerome J Maller, Nicolas Menjot, Eloi Debourdeau, Virginie Nael, Karen Ritchie, Isabelle Carriere, Vincent Daien, Institut des Neurosciences de Montpellier (INM), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Montpellier (UM), Université de Montpellier (UM), Hôpital Gui de Chauliac, Université Montpellier 1 (UM1)-Centre Hospitalier Régional Universitaire [Montpellier] (CHRU Montpellier), Monash University [Melbourne], General Electric Healthcare [Melbourne , VIC , Australia], Bordeaux population health (BPH), Université de Bordeaux (UB)-Institut de Santé Publique, d'Épidémiologie et de Développement (ISPED)-Institut National de la Santé et de la Recherche Médicale (INSERM), Université de Bordeaux (UB), University of Edinburgh, The University of Sydney, and Carrière, Isabelle
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vision ,Cellular and Molecular Neuroscience ,Ophthalmology ,Eye and Brain ,brain ,visual function ,[SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC] ,[SDV.NEU] Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC] ,cortical thickness ,morphometry ,Sensory Systems ,MRI - Abstract
Chloé Chamard,1,2 Jerome J Maller,3,4 Nicolas Menjot,5 Eloi Debourdeau,1 Virginie Nael,6 Karen Ritchie,2,7 Isabelle Carriere,2,* Vincent Daien1,2,8,* 1Department of Ophthalmology, Gui de Chauliac Hospital, Montpellier, F-34000, France; 2Institute for Neurosciences of Montpellier INM, University Montpellier, INSERM, Montpellier, F-34091, France; 3General Electric Healthcare, Melbourne, VIC, Australia; 4Monash Alfred Psychiatry Research Centre, Melbourne, VIC, Australia; 5Department of Neuroradiology, Gui de Chauliac Hospital, Montpellier, F-34000, France; 6Bordeaux Population Health Research Center, UMR 1219, University Bordeaux, INSERM, Bordeaux, F-33000, France; 7Department of Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK; 8The Save Sight Institute, Sydney Medical School, the University of Sydney, Sydney, NSW, Australia*These authors contributed equally to this workCorrespondence: Chloé Chamard, Department of Ophthalmology, Gui de Chauliac Hospital, 80 avenue Augustin Fliche, Montpellier, F-34000, France, Tel +33 6 33 55 65 06, Email chloe.chamard@gmail.comPurpose: Visual impairment is a major cause of disability and impairment of cognitive function in older people. Brain structural changes associated with visual function impairment are not well understood. The objective of this study was to assess the association between visual function and cortical thickness in older adults.Methods: Participants were selected from the French population-based ESPRIT cohort of 2259 community-dwelling adults ⥠65 years old enrolled between 1999 and 2001. We considered visual function and brain MRI images at the 12-year follow-up in participants who were right-handed and free of dementia and/or stroke, randomly selected from the whole cohort. High-resolution structural T1-weighted brain scans acquired with a 3-Tesla scanner. Regional reconstruction and segmentation involved using the FreeSurfer image-analysis suite.Results: A total of 215 participants were included (mean [SD] age 81.8 [3.7] years; 53.0% women): 30 (14.0%) had central vision loss and 185 (86.0%) normal central vision. Vision loss was associated with thinner cortical thickness in the right insula (within the lateral sulcus of the brain) as compared with the control group (mean thickness 2.38 [0.04] vs 2.50 [0.03] mm, 4.8% thinning, pcorrected= 0.04) after adjustment for age, sex, lifetime depression and cardiovascular disease.Conclusion: The present study describes a significant thinning of the right insular cortex in older adults with vision loss. The insula subserves a wide variety of functions in humans ranging from sensory and affective processing to high-level cognitive processing. Reduced insula thickness associated with vision loss may increase cognitive burden in the ageing brain.Keywords: visual function, vision, cortical thickness, brain, morphometry, MRI
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- 2022
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4. Glucometabolic Changes Are Associated with Structural Gray Matter Alterations in Prodromal Dementia
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Mélissa Gentreau, Christelle Reynes, Robert Sabatier, Jerome J. Maller, Chantal Meslin, Jeremy Deverdun, Emmanuelle Le Bars, Michel Raymond, Claire Berticat, Sylvaine Artero, Institut de Génomique Fonctionnelle (IGF), Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM), Monash University [Melbourne], General Electric Healthcare [Melbourne , VIC , Australia], Australian National University (ANU), Institut d’Imagerie Fonctionnelle Humaine [CHU Montpellier] (I2FH), Centre Hospitalier Régional Universitaire [Montpellier] (CHRU Montpellier), Institut des Sciences de l'Evolution de Montpellier (UMR ISEM), Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad)-École Pratique des Hautes Études (EPHE), and Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut de recherche pour le développement [IRD] : UR226-Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM)
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hippocampus ,General Neuroscience ,General Medicine ,Organ Size ,[SDV.MHEP.EM]Life Sciences [q-bio]/Human health and pathology/Endocrinology and metabolism ,Amygdala ,Psychiatry and Mental health ,Clinical Psychology ,Glucose ,Alzheimer Disease ,insulin resistance ,glycemic load ,magnetic resonance imaging ,putamen ,Humans ,[SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC] ,Geriatrics and Gerontology ,Gray Matter ,Triglycerides ,dementia - Abstract
International audience; Background: Glucometabolic changes, such as high glycemic load (GL) diet and insulin resistance (IR), are potential risk factor of Alzheimer's disease (AD). Yet, the effect of these factors on brain alterations that contribute to AD pathology has not been clearly demonstrated.Objective: We aimed to assess the relationship of GL and IR with gray matter volumes involved in prodromal dementia.Methods: GL and Triglyceride-Glucose (TyG) index, an IR surrogate marker, were calculated in 497 participants who underwent magnetic resonance imaging (MRI). The gray matter volumes most related to prodromal dementia/mild cognitive impairment (diagnosed in 18/158 participants during the 7-year follow-up) were identified using a data-driven machine learning algorithm.Results: Higher GL diet was associated with reduced amygdala volume. The TyG index was negatively associated with the hippocampus, amygdala, and putamen volumes.Conclusion: These results suggest that GL and IR are associated with lower gray matter volumes in brain regions involved in AD pathology.
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- 2022
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5. Tractography dissection variability
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Schilling, Kurt G., Rheault, François, Petit, Laurent, Hansen, Colin B., Nath, Vishwesh, Yeh, Fang Cheng, Girard, Gabriel, Barakovic, Muhamed, Rafael-Patino, Jonathan, Yu, Thomas, Fischi-Gomez, Elda, Pizzolato, Marco, Ocampo-Pineda, Mario, Schiavi, Simona, Canales-Rodríguez, Erick J., Daducci, Alessandro, Granziera, Cristina, Innocenti, Giorgio, Thiran, Jean Philippe, Mancini, Laura, Wastling, Stephen, Cocozza, Sirio, Petracca, Maria, Pontillo, Giuseppe, Mancini, Matteo, Vos, Sjoerd B., Vakharia, Vejay N., Duncan, John S., Melero, Helena, Manzanedo, Lidia, Sanz-Morales, Emilio, Peña-Melián, Ángel, Calamante, Fernando, Attyé, Arnaud, Cabeen, Ryan P., Korobova, Laura, Toga, Arthur W., Vijayakumari, Anupa Ambili, Parker, Drew, Verma, Ragini, Radwan, Ahmed, Sunaert, Stefan, Emsell, Louise, De Luca, Alberto, Leemans, Alexander, Bajada, Claude J., Haroon, Hamied, Azadbakht, Hojjatollah, Chamberland, Maxime, Genc, Sila, Tax, Chantal M.W., Yeh, Ping Hong, Srikanchana, Rujirutana, Mcknight, Colin D., Yang, Joseph Yuan Mou, Chen, Jian, Kelly, Claire E., Yeh, Chun Hung, Cochereau, Jerome, Maller, Jerome J., Welton, Thomas, Almairac, Fabien, Seunarine, Kiran K., Clark, Chris A., Zhang, Fan, Makris, Nikos, Golby, Alexandra, Rathi, Yogesh, O'Donnell, Lauren J., Xia, Yihao, Aydogan, Dogu Baran, Shi, Yonggang, Fernandes, Francisco Guerreiro, Raemaekers, Mathijs, Warrington, Shaun, Michielse, Stijn, Ramírez-Manzanares, Alonso, Concha, Luis, Aranda, Ramón, Meraz, Mariano Rivera, Lerma-Usabiaga, Garikoitz, Roitman, Lucas, Fekonja, Lucius S., Calarco, Navona, Joseph, Michael, Nakua, Hajer, Voineskos, Aristotle N., Karan, Philippe, Grenier, Gabrielle, Legarreta, Jon Haitz, Adluru, Nagesh, Nair, Veena A., Prabhakaran, Vivek, Alexander, Andrew L., Kamagata, Koji, Saito, Yuya, Uchida, Wataru, Andica, Christina, Abe, Masahiro, Bayrak, Roza G., Wheeler-Kingshott, Claudia A.M.Gandini, D'Angelo, Egidio, Palesi, Fulvia, Savini, Giovanni, Rolandi, Nicolò, Guevara, Pamela, Houenou, Josselin, López-López, Narciso, Mangin, Jean François, Poupon, Cyril, Román, Claudio, Vázquez, Andrea, Maffei, Chiara, Arantes, Mavilde, Andrade, José Paulo, Silva, Susana Maria, Calhoun, Vince D., Caverzasi, Eduardo, Sacco, Simone, Lauricella, Michael, Pestilli, Franco, Bullock, Daniel, Zhan, Yang, Brignoni-Perez, Edith, Lebel, Catherine, Reynolds, Jess E., Nestrasil, Igor, Labounek, René, Lenglet, Christophe, Paulson, Amy, Aulicka, Stefania, Heilbronner, Sarah R., Heuer, Katja, Chandio, Bramsh Qamar, Guaje, Javier, Tang, Wei, Garyfallidis, Eleftherios, Raja, Rajikha, Anderson, Adam W., Landman, Bennett A., Descoteaux, Maxime, Vanderbilt University, Université de Sherbrooke, Université de Bordeaux, University of Pittsburgh, CIBM Center for BioMedical Imaging, University of Basel, Swiss Federal Institute of Technology Lausanne, Technical University of Denmark, University of Verona, Karolinska Institutet, UCL Hospitals NHS Foundation Trust, University of Naples Federico II, University of Sussex, University College London, Epilepsy Society, Universidad Rey Juan Carlos, Complutense University, University of Sydney, University of Southern California, University of Pennsylvania, KU Leuven, University Medical Center Utrecht, University of Malta, AINOSTICS Limited, Cardiff University, Walter Reed Army Institute of Research, Royal Children's Hospital, Murdoch Children's Research Institute, Chang Gung University, CHU de Poitiers, General Electric Healthcare, National Neuroscience Institute of Singapore, CHU de Nice, Harvard University, Department of Neuroscience and Biomedical Engineering, University of Nottingham, Maastricht University, Consejo Nacional de Ciencia y Tecnologia Mexico, Universidad Nacional Autónoma de México, Centro de Investigacion Cientifica y de Educacion Superior de Ensenada, Stanford University, Charité - Universitätsmedizin Berlin, University of Toronto, University of Wisconsin-Madison, Juntendo University, University of Pavia, IRCCS Fondazione Istituto Neurologico Casimiro Mondino - Pavia, Universidad de Concepción, Université Paris-Saclay, Massachusetts General Hospital, University of Porto, Georgia State University, University of California San Francisco, University of Texas at Austin, Shenzhen Institute of Advanced Technology, University of Calgary, University of Minnesota Twin Cities, Masaryk University, Université de Paris, Indiana University, University of Arkansas for Medical Sciences, Aalto-yliopisto, and Aalto University
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Fiber pathways ,Dissection ,White matter ,Bundle segmentation ,Tractography - Abstract
Funding Information: This work was conducted in part using the resources of the Advanced Computing Center for Research and Education at Vanderbilt University, Nashville, TN. KS, BL, CH were supported by the National Institutes of Health under award numbers R01EB017230, and T32EB001628, and in part by ViSE/VICTR VR3029 and the National Center for Research Resources, Grant UL1 RR024975-01. This work was also possible thanks to the support of the Institutional Research Chair in NeuroInformatics of Université de Sherbrooke, NSERC and Compute Canada (MD, FR). MP received funding from the European Union's Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 754462. The Wisconsin group acknowledges the support from a core grant to the Waisman Center from the National Institute of Child Health and Human Development (IDDRC U54 HD090256). NSF OAC-1916518, NSF IIS-1912270, NSF IIS-1636893, NSF BCS-1734853, NIH NIBIB 1R01EB029272-01, and a Microsoft Faculty Fellowship to F.P. LF acknowledges the support of the Cluster of Excellence Matters of Activity. Image Space Material funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany´s Excellence Strategy – EXC 2025. SW is supported by a Medical Research Council PhD Studentship UK [MR/N013913/1]. The Nottingham group's processing was performed using the University of Nottingham's Augusta HPC service and the Precision Imaging Beacon Cluster. JPA, MA and SMS acknowledges the support of FCT - Fundação para a Ciência e a Tecnologia within CINTESIS, R&D Unit (reference UID/IC/4255/2013). MM was funded by the Wellcome Trust through a Sir Henry Wellcome Postdoctoral Fellowship [213722/Z/18/Z]. EJC-R is supported by the Swiss National Science Foundation (SNSF, Ambizione grant PZ00P2 185814/1). CMWT is supported by a Sir Henry Wellcome Fellowship (215944/Z/19/Z) and a Veni grant from the Dutch Research Council (NWO) (17331). FC acknowledges the support of the National Health and Medical Research Council ofAustralia (APP1091593 and APP1117724) and the Australian Research Council (DP170101815). NSF OAC-1916518, NSF IIS-1912270, NSF IIS-1636893, NSF BCS-1734853, Microsoft Faculty Fellowship to F.P. D.B. was partially supported by NIH NIMH T32-MH103213 to William Hetrick (Indiana University). CL is partly supported by NIH grants P41 EB027061 and P30 NS076408 “Institutional Center Cores for Advanced Neuroimaging. JYMY received positional funding from the Royal Children's Hospital Foundation (RCH 1000). JYMY, JC, and CEK acknowledge the support of the Royal Children's Hospital Foundation, Murdoch Children's Research Institute, The University of Melbourne Department of Paediatrics, and the Victorian Government's Operational Infrastructure Support Program. C-HY is grateful to the Ministry of Science and Technology of Taiwan (MOST 109-2222-E-182-001-MY3) for the support. LC acknowledges support from CONACYT and UNAM. ARM acknowledges support from CONACYT. LJO, YR, and FZ were supported by NIH P41EB015902 and R01MH119222. AJG was supported by P41EB015898. NM was supported by R01MH119222, K24MH116366, and R01MH111917. This project has received funding from the European Union's Horizon 2020 Research and Innovation Programme under Grant Agreement No. 785907 & 945539 (HBP SGA2 & SGA3), and from the ANR IFOPASUBA- 19-CE45-0022-01. PG, CR, NL and AV were partially supported by ANID-Basal FB0008 and ANID-FONDECYT 1190701 grants. We would like to acknowledge John C Gore, Hiromasa Takemura, Anastasia Yendiki, and Riccardo Galbusera for their helplful suggestions regarding the analysis, figures, and discussions. Funding Information: This work was conducted in part using the resources of the Advanced Computing Center for Research and Education at Vanderbilt University, Nashville, TN. KS, BL, CH were supported by the National Institutes of Health under award numbers R01EB017230, and T32EB001628, and in part by ViSE/VICTR VR3029 and the National Center for Research Resources, Grant UL1 RR024975-01. This work was also possible thanks to the support of the Institutional Research Chair in NeuroInformatics of Universit? de Sherbrooke, NSERC and Compute Canada (MD, FR). MP received funding from the European Union's Horizon 2020 research and innovation programme under the Marie Sk?odowska-Curie grant agreement No 754462. The Wisconsin group acknowledges the support from a core grant to the Waisman Center from the National Institute of Child Health and Human Development (IDDRC U54 HD090256). NSF OAC-1916518, NSF IIS-1912270, NSF IIS-1636893, NSF BCS-1734853, NIH NIBIB 1R01EB029272-01, and a Microsoft Faculty Fellowship to F.P. LF acknowledges the support of the Cluster of Excellence Matters of Activity. Image Space Material funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany?s Excellence Strategy ? EXC 2025. SW is supported by a Medical Research Council PhD Studentship UK [MR/N013913/1]. The Nottingham group's processing was performed using the University of Nottingham's Augusta HPC service and the Precision Imaging Beacon Cluster. JPA, MA and SMS acknowledges the support of FCT - Funda??o para a Ci?ncia e a Tecnologia within CINTESIS, R&D Unit (reference UID/IC/4255/2013). MM was funded by the Wellcome Trust through a Sir Henry Wellcome Postdoctoral Fellowship [213722/Z/18/Z]. EJC-R is supported by the Swiss National Science Foundation (SNSF, Ambizione grant PZ00P2 185814/1). CMWT is supported by a Sir Henry Wellcome Fellowship (215944/Z/19/Z) and a Veni grant from the Dutch Research Council (NWO) (17331). FC acknowledges the support of the National Health and Medical Research Council of Australia (APP1091593 and APP1117724) and the Australian Research Council (DP170101815). NSF OAC-1916518, NSF IIS-1912270, NSF IIS-1636893, NSF BCS-1734853, Microsoft Faculty Fellowship to F.P. D.B. was partially supported by NIH NIMH T32-MH103213 to William Hetrick (Indiana University). CL is partly supported by NIH grants P41 EB027061 and P30 NS076408 ?Institutional Center Cores for Advanced Neuroimaging. JYMY received positional funding from the Royal Children's Hospital Foundation (RCH 1000). JYMY, JC, and CEK acknowledge the support of the Royal Children's Hospital Foundation, Murdoch Children's Research Institute, The University of Melbourne Department of Paediatrics, and the Victorian Government's Operational Infrastructure Support Program. C-HY is grateful to the Ministry of Science and Technology of Taiwan (MOST 109-2222-E-182-001-MY3) for the support. LC acknowledges support from CONACYT and UNAM. ARM acknowledges support from CONACYT. LJO, YR, and FZ were supported by NIH P41EB015902 and R01MH119222. AJG was supported by P41EB015898. NM was supported by R01MH119222, K24MH116366, and R01MH111917. This project has received funding from the European Union's Horizon 2020 Research and Innovation Programme under Grant Agreement No. 785907 & 945539 (HBP SGA2 & SGA3), and from the ANR IFOPASUBA- 19-CE45-0022-01. PG, CR, NL and AV were partially supported by ANID-Basal FB0008 and ANID-FONDECYT 1190701 grants. We would like to acknowledge John C Gore, Hiromasa Takemura, Anastasia Yendiki, and Riccardo Galbusera for their helplful suggestions regarding the analysis, figures, and discussions. Publisher Copyright: © 2021 White matter bundle segmentation using diffusion MRI fiber tractography has become the method of choice to identify white matter fiber pathways in vivo in human brains. However, like other analyses of complex data, there is considerable variability in segmentation protocols and techniques. This can result in different reconstructions of the same intended white matter pathways, which directly affects tractography results, quantification, and interpretation. In this study, we aim to evaluate and quantify the variability that arises from different protocols for bundle segmentation. Through an open call to users of fiber tractography, including anatomists, clinicians, and algorithm developers, 42 independent teams were given processed sets of human whole-brain streamlines and asked to segment 14 white matter fascicles on six subjects. In total, we received 57 different bundle segmentation protocols, which enabled detailed volume-based and streamline-based analyses of agreement and disagreement among protocols foreach fiber pathway. Results show that even when given the exact same sets of underlying streamlines, the variability across protocols for bundle segmentation is greater than all other sources of variability in the virtual dissection process, including variability within protocols and variability across subjects. In order to foster the use of tractography bundle dissection in routine clinical settings, and as a fundamental analytical tool, future endeavors must aim to resolve and reduce this heterogeneity. Although external validation is needed to verify the anatomical accuracy of bundle dissections, reducing heterogeneity is a step towards reproducible research and may be achieved through the use of standard nomenclature and definitions of white matter bundles and well-chosen constraints and decisions in the dissection process.
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- 2021
6. The Impact of Varying Cooling and Thawing Rates on the Quality of Cryopreserved Human Peripheral Blood T Cells
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Jasmin Baboo, Nick Gaddum, Alex Nancekievill, Peter Kilbride, Mike Delahaye, Fernanda Fonseca, Magdalena Blanco, G. John Morris, Stuart Milne, Julie Meneghel, Cell and Gene Therapy Catapult, Guys Hospital, General Electric Healthcare, Génie et Microbiologie des Procédés Alimentaires (GMPA), AgroParisTech-Institut National de la Recherche Agronomique (INRA), Université Paris Saclay (COmUE), and Institut National de la Recherche Agronomique (INRA)-AgroParisTech
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0301 basic medicine ,Cryoprotectant ,Cell Survival ,T-Lymphocytes ,[SDV]Life Sciences [q-bio] ,lcsh:Medicine ,Article ,Cryopreservation ,03 medical and health sciences ,0302 clinical medicine ,Freezing ,Humans ,lcsh:Science ,Viable cell ,Multidisciplinary ,Ice crystals ,Rapid rate ,Chemistry ,lcsh:R ,Peripheral blood ,Cold Temperature ,030104 developmental biology ,Cooling rate ,13. Climate action ,Biophysics ,lcsh:Q ,030217 neurology & neurosurgery ,Warming rate - Abstract
For the clinical delivery of immunotherapies it is anticipated that cells will be cryopreserved and shipped to the patient where they will be thawed and administered. An established view in cellular cryopreservation is that following freezing, cells must be warmed rapidly (≤5 minutes) in order to maintain high viability. In this study we examine the interaction between the rate of cooling and rate of warming on the viability, and function of T cells formulated in a conventional DMSO based cryoprotectant and processed in conventional cryovials. The data obtained show that provided the cooling rate is −1 °C min−1 or slower, there is effectively no impact of warming rate on viable cell number within the range of warming rates examined (1.6 °C min−1 to 113 °C min−1). It is only following a rapid rate of cooling (−10 °C min−1) that a reduction in viable cell number is observed following slow rates of warming (1.6 °C min−1 and 6.2 °C min−1), but not rapid rates of warming (113 °C min−1 and 45 °C min−1). Cryomicroscopy studies revealed that this loss of viability is correlated with changes in the ice crystal structure during warming. At high cooling rates (−10 °C min−1) the ice structure appeared highly amorphous, and when subsequently thawed at slow rates (6.2 °C min−1 and below) ice recrystallization was observed during thaw suggesting mechanical disruption of the frozen cells. This data provides a fascinating insight into the crystal structure dependent behaviour during phase change of frozen cell therapies and its effect on live cell suspensions. Furthermore, it provides an operating envelope for the cryopreservation of T cells as an emerging industry defines formulation volumes and cryocontainers for immunotherapy products.
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- 2019
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7. Electromagnetic Simulation of Signal Distribution of Various RF Endoluminal Loop Geometries with Coil Orientation: Towards a Reconfigurable Design
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Olivier Beuf, Kevin Tse Ve Koon, Fraser Robb, Henri Souchay, Hamza Raki, RMN et optique : De la mesure au biomarqueur, Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé (CREATIS), Université Jean Monnet [Saint-Étienne] (UJM)-Hospices Civils de Lyon (HCL)-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Institut National des Sciences Appliquées (INSA)-Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université de Lyon-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Jean Monnet [Saint-Étienne] (UJM)-Hospices Civils de Lyon (HCL)-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM), General Electric Medical Systems [Buc] (GE Healthcare), General Electric Medical Systems, General Electric Healthcare, Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université Claude Bernard Lyon 1 (UCBL), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Hospices Civils de Lyon (HCL)-Université Jean Monnet - Saint-Étienne (UJM)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Hospices Civils de Lyon (HCL)-Université Jean Monnet - Saint-Étienne (UJM)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), and Tse Ve Koon, Kevin
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Physics ,Article Subject ,Radiological and Ultrasound Technology ,Orientation (computer vision) ,[SPI.ELEC] Engineering Sciences [physics]/Electromagnetism ,Acoustics ,[INFO.INFO-IM] Computer Science [cs]/Medical Imaging ,Radius ,Decoupling (cosmology) ,Signal ,[SPI.TRON] Engineering Sciences [physics]/Electronics ,Standard deviation ,030218 nuclear medicine & medical imaging ,[SPI.TRON]Engineering Sciences [physics]/Electronics ,03 medical and health sciences ,[SPI.ELEC]Engineering Sciences [physics]/Electromagnetism ,0302 clinical medicine ,Sampling (signal processing) ,Region of interest ,Electromagnetic coil ,030220 oncology & carcinogenesis ,[INFO.INFO-IM]Computer Science [cs]/Medical Imaging ,Radiology, Nuclear Medicine and imaging ,Physical and Theoretical Chemistry ,Spectroscopy - Abstract
With the objective of improving MR endoluminal imaging of the colonic wall, electromagnetic simulations of different configurations of single-layer and double-layer, and double-turn endoluminal coil geometries were run. Indeed, during colon navigation, variations in coil orientation with respect to B0 are bound to occur, leading to impaired image acquisition due to a loss of signal uniformity. In this work, three typical coil orientations encountered during navigation were chosen and the resulting signal uniformity of the different geometries was investigated through the simulatedB1x,y/IRtvalues. Sampling this quantity over a circle of radius r enabled us to calculate the coefficient of variation (= standard deviation/mean) for this given distance. This procedure was repeated forr∈5;15 mm, which represents the region of interest in the colon. Our results show that single-loop and double-layer geometries could provide complementary solutions for improved signal uniformity. Finally, using four microelectromechanical system switches, we proposed the design of a reconfigurable endoluminal coil able to switch between those two geometries while also ensuring the active decoupling of the endoluminal coil during the RF transmission of an MR experiment.
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- 2021
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8. A quantum description of radiation damping and the free induction signal in magnetic resonance
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Tropp, James [General Electric Healthcare Technologies, 47697 Westinghouse Drive, Fremont, California 94539 (United States)]
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- 2013
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9. Fast DRR generation for 2D to 3D registration on GPUs
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Pappas, Ion [General Electric Healthcare, Akron u. 2, H-2040, Budaoers (Hungary)]
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- 2012
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10. Variable-density Fast-Spin-Echo (FSE) for volumetric inhomogeneous Magnetization Transfer (ihMT) imaging
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Taso, Manuel, Munsch, Fanny, Guidon, Arnaud, Girard, Olivier, Duhamel, Guillaume, Alsop, David, Varma, Gopal, Centre de résonance magnétique biologique et médicale (CRMBM), Aix Marseille Université (AMU)-Assistance Publique - Hôpitaux de Marseille (APHM)-Centre National de la Recherche Scientifique (CNRS), Beth Israel Deaconess - Harvard Medical School, General Electric Healthcare (Entreprise) (GE Healthcare), and Duhamel, Guillaume
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[SDV.IB.IMA] Life Sciences [q-bio]/Bioengineering/Imaging ,[SDV.IB.IMA]Life Sciences [q-bio]/Bioengineering/Imaging ,ComputingMilieux_MISCELLANEOUS - Abstract
International audience
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- 2020
11. Three‐dimensional inhomogeneous magnetization transfer with rapid gradient‐echo (3D ihMTRAGE) imaging
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David C. Alsop, Fanny Munsch, R. Marc Lebel, Arnaud Guidon, Gopal Varma, Brian Burns, Guillaume Duhamel, Olivier M. Girard, Beth Israel Deaconess - Harvard Medical School, Centre de résonance magnétique biologique et médicale (CRMBM), Aix Marseille Université (AMU)-Assistance Publique - Hôpitaux de Marseille (APHM)-Centre National de la Recherche Scientifique (CNRS), and General Electric Healthcare (Entreprise) (GE Healthcare)
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Scanner ,Materials science ,[SDV.IB.IMA]Life Sciences [q-bio]/Bioengineering/Imaging ,brain ,Article ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Imaging, Three-Dimensional ,0302 clinical medicine ,Image Processing, Computer-Assisted ,Radiology, Nuclear Medicine and imaging ,Prospective Studies ,Magnetization transfer ,Saturation (magnetic) ,Maximum intensity ,Motion compensation ,Power deposition ,spinal cord ,Magnetic Resonance Imaging ,myelin ,MPRAGE ,MT ,Artifacts ,Algorithm ,030217 neurology & neurosurgery ,inhomogeneous magnetization transfer ,Gradient echo - Abstract
PURPOSE To demonstrate the feasibility of integrating the magnetization transfer (MT) preparations required for inhomogeneous MT (ihMT) within an MPRAGE-style acquisition. Such a sequence allows for reduced power deposition and easy inclusion of other modules. METHODS An ihMT MPRAGE-style sequence (ihMTRAGE) was initially simulated to investigate acquisition of the 3D ihMT data sequentially, or in an interleaved manner. The ihMTRAGE sequence was implemented on a 3T clinical scanner to acquire ihMT data from the brain and spine. RESULTS Both simulations and in vivo data provided an ihMT signal that was significantly greater using a sequential ihMTRAGE acquisition, compared with an interleaved implementation. Comparison with a steady-state ihMT acquisition (defined as having one MT RF pulse between successive acquisition modules) demonstrated how ihMTRAGE allows for a reduction in average power deposition, or greater ihMT signal at equal average power deposition. Inclusion of a prospective motion-correction module did not significantly affect the ihMT signal obtained from regions of interest in the brain. The ihMTRAGE acquisition allowed combination with a spatial saturation module to reduce phase wrap artifacts in a cervical spinal cord acquisition. CONCLUSIONS Use of preparations necessary for ihMT experiments within an MPRAGE-style sequence provides a useful alternative for acquiring 3D ihMT data. Compared with our steady-state implementation, ihMTRAGE provided reduced power deposition, while allowing use of the maximum intensity from off-resonance RF pulses. The 3D ihMTRAGE acquisition allowed combination of other modules with the preparation necessary for ihMT experiments, specifically motion compensation and spatial saturation modules.
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- 2020
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12. Sparse Green’s Functions Estimation Using Orthogonal Matching Pursuit: Application to Aeroacoustic Beamforming
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François Ollivier, Jean Bulté, Sofiane Bousabaa, Régis Marchiano, Daniel-Ciprian Mincu, General Electric Healthcare [Cardiff] (GE Healthcare), ONERA - The French Aerospace Lab [Châtillon], ONERA-Université Paris Saclay (COmUE), Institut Jean Le Rond d'Alembert (DALEMBERT), and Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)
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[SPI.ACOU]Engineering Sciences [physics]/Acoustics [physics.class-ph] ,Beamforming ,Computer science ,Aerospace Engineering ,Dirac delta function ,Acoustics ,Aerodynamics ,Aeroelasticity ,01 natural sciences ,Matching pursuit ,010305 fluids & plasmas ,symbols.namesake ,Frequency domain ,0103 physical sciences ,symbols ,Potential flow ,Computational aeroacoustics ,010301 acoustics ,Algorithm - Abstract
International audience; The paper presents a new methodology for the numerical estimation of the Green's functions in complex external aeroacoustic configurations. Computational aeroacoustics is used to propagate multi-frequency signals from focus points to microphones. The method takes advantage of the sparsity of the Green's functions in the time-domain to minimize the simulation time. It leads to a complex sparse linear regression problem. To solve it, the Orthogonal Matching Pursuit algorithm is adapted. The method is first applied on the case of the diffraction by a rigid sphere. Results are studied both in terms of Green's function estimation and aeroacoustic beamforming. They show that the Green's functions are obtained with a good accuracy and enable to localize acoustic sources placed behind the diffracting object. The methodology is then applied on a NACA0012 2D wing in a potential flow for which the Green's function is not known analytically. The use of the reverse-flow reciprocity principle enables to reduce the complexity of the estimation problem when there are more scan points than microphones. It is shown that it is possible to take advantage of the presence of diffracting objects to improve the capability of detection of a sensor array.
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- 2018
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13. Estimation of myocardial work from pressure–strain loops analysis: an experimental evaluation
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Philippe Mabo, Cyrille Casset, Elena Galli, Eigil Samset, Virginie Le Rolle, Alfredo Hernandez, Arnaud Hubert, Erwan Donal, Christophe Leclercq, Laboratoire Traitement du Signal et de l'Image ( LTSI ), Université de Rennes 1 ( UR1 ), Université de Rennes ( UNIV-RENNES ) -Université de Rennes ( UNIV-RENNES ) -Institut National de la Santé et de la Recherche Médicale ( INSERM ), Service de cardiologie et maladies vasculaires, Université de Rennes ( UNIV-RENNES ) -Université de Rennes ( UNIV-RENNES ) -Hôpital Pontchaillou-CHU Pontchaillou [Rennes], Centre d'Investigation Clinique [Rennes] ( CIC ), Université de Rennes ( UNIV-RENNES ) -Université de Rennes ( UNIV-RENNES ) -Hôpital Pontchaillou-Institut National de la Santé et de la Recherche Médicale ( INSERM ), Laboratoire Traitement du Signal et de l'Image (LTSI), Université de Rennes 1 (UR1), Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES)-Institut National de la Santé et de la Recherche Médicale (INSERM), Service de cardiologie et maladies vasculaires [Rennes] = Cardiac, Thoracic, and Vascular Surgery [Rennes], CHU Pontchaillou [Rennes], University of Oslo (UiO), Abbott, Centre d'Investigation Clinique [Rennes] (CIC), Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES)-Hôpital Pontchaillou-Institut National de la Santé et de la Recherche Médicale (INSERM), ANR-16-CE19-0008-01, Agence Nationale de la Recherche, General Electric Healthcare, ANR-16-CE19-0008,MAESTRo,Approche à base de modèles pour l'analyse du strain obtenu en échocardiographie 3D(2016), Université de Rennes (UR)-Institut National de la Santé et de la Recherche Médicale (INSERM), Université de Rennes (UR)-Hôpital Pontchaillou-Institut National de la Santé et de la Recherche Médicale (INSERM), Jonchère, Laurent, and Approche à base de modèles pour l'analyse du strain obtenu en échocardiographie 3D - - MAESTRo2016 - ANR-16-CE19-0008 - AAPG2016 - VALID
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Pacemaker, Artificial ,medicine.medical_specialty ,Mean squared error ,Correlation coefficient ,invasive haemodynamic ,Hemodynamics ,[ SPI.SIGNAL ] Engineering Sciences [physics]/Signal and Image processing ,030204 cardiovascular system & hematology ,PSL ,Risk Assessment ,Severity of Illness Index ,Sampling Studies ,Ventricular Dysfunction, Left ,03 medical and health sciences ,strain ,0302 clinical medicine ,Predictive Value of Tests ,medicine.artery ,Internal medicine ,Image Interpretation, Computer-Assisted ,Ventricular Pressure ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,[ SDV.IB ] Life Sciences [q-bio]/Bioengineering ,030212 general & internal medicine ,Brachial artery ,[SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processing ,Aged ,[SDV.IB] Life Sciences [q-bio]/Bioengineering ,business.industry ,Work (physics) ,Cardiac Pacing, Artificial ,General Medicine ,Middle Aged ,Myocardial Contraction ,myocardial work ,Blood pressure ,Echocardiography ,Cardiology ,[SDV.IB]Life Sciences [q-bio]/Bioengineering ,Pressure strain ,Cardiology and Cardiovascular Medicine ,business ,[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing - Abstract
International audience; Purpose - The area of left ventricular (LV) pressure-strain loop (PSL) is used as an index of regional myocardial work. The purpose of the present work is to compare the main segmental PSL markers and the derived global work indices, when they are calculated using an estimated pressure signal or an observed pressure signal.Methods and results - In nine patients implanted with a bi-ventricular pace-maker (CRT), LV pressure was invasively measured in five conditions: CRT-off, LV-pacing, right ventricular-pacing and two different CRT-pacing. For each condition, systolic blood pressure was measured by brachial artery cuff-pressure and transthoracic echocardiography loops were recorded simultaneously. The error and relative root mean square error (rRMSE) between measured and estimated pressure were calculated for each patient and each configuration. Correlation coefficient (R2) and Bland-Altman (BA) analysis were performed for PSL area and work indices. A total of 43 different haemodynamic conditions were compared (774 segmental PSL). The global rRMSE between estimated and measured LV-pressure was 12.3 mmHg. The estimated and measured segmental LV-PSL were strongly correlated, with an R2 of 0.98. BA analysis shows that the mean bias for the estimation of segmental LV-PSL area is 86.0 mmHg.%. A significant bias effect with linearly increasing error with pressure values is observed. R2 ≥ 0.88 and a mean bias in BA analysis ≤41.4 mmHg.% was observed for the estimation of global myocardial work indices.Conclusion - The non-invasive estimation for LV pressure-strain loop area and the global myocardial work indices obtained from LV-PSL strongly correlates with invasive measurements.
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- 2018
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14. Resolution and noise trade-off analysis for volumetric CT
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Hsieh, Jiang [Applied Science Laboratory, General Electric Healthcare, Waukesha, Wisconsin 53188 (United States)]
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- 2007
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15. Reciprocity and gyrotropism in magnetic resonance transduction
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Tropp, James [General Electric Healthcare Technologies, 47697 Westinghouse Drive, Fremont, California 94539 (United States)]
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- 2006
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16. The critical thermal range for controlled rate cooling for mammalian cell cryopreservation
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John Morris, Julie Meneghel, Peter Kilbride, Fernanda Fonseca, General Electric Healthcare, Asymptote, Génie et Microbiologie des Procédés Alimentaires (GMPA), AgroParisTech-Institut National de la Recherche Agronomique (INRA), and Institut National de la Recherche Agronomique (INRA)-AgroParisTech
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mammalian cell cryopreservation ,Materials science ,Range (biology) ,Mammalian cell ,[SDV]Life Sciences [q-bio] ,Thermal ,Biophysics ,General Medicine ,General Agricultural and Biological Sciences ,General Biochemistry, Genetics and Molecular Biology ,Cryopreservation ,critical thermal range - Abstract
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement N° 777657; The critical thermal range for controlled rate cooling for mammalian cell cryopreservation. 56. Annual Meeting of the Society for Cryobiology
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- 2019
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17. Design of a reconfigurable endoluminal coil using MEMS switches
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Raki, Hamza, Tse-Ve-Koon, Kevin, Souchay, Henri, Robb, Fraser, Lambert, Simon, Beuf, Olivier, RMN et optique : De la mesure au biomarqueur, Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé (CREATIS), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Hospices Civils de Lyon (HCL)-Université Jean Monnet [Saint-Étienne] (UJM)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Hospices Civils de Lyon (HCL)-Université Jean Monnet [Saint-Étienne] (UJM)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), General Electric Medical Systems [Buc] (GE Healthcare), General Electric Medical Systems, General Electric Healthcare (Entreprise) (GE Healthcare), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Hospices Civils de Lyon (HCL)-Université Jean Monnet - Saint-Étienne (UJM)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Hospices Civils de Lyon (HCL)-Université Jean Monnet - Saint-Étienne (UJM)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), and Beuf, Olivier
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[SDV.IB.IMA] Life Sciences [q-bio]/Bioengineering/Imaging ,[SDV.IB.IMA]Life Sciences [q-bio]/Bioengineering/Imaging - Abstract
International audience; Endoluminal Magnetic Resonance Imaging (MRI) is an alternative solution to conventional MRI, which is still not sufficient to image the bowel and colon wall. However, it mainly suffers from coil-sensitivity-map variations with coil-orientations within respect to the main magnetic field (B0). The purpose of this work was to study numerically different coil-geometries and their performances when positioned in different orientations regarding B0. From the simulation results, a solution of a reconfigurable endoluminal-coil using four MEMs switches is proposed. ElectroMagnetic (EM) simulation demonstrated the feasibility to reduce the coil-sensitivity variations by using a combination of Single-loop (SL) and Double-Turn-Loop (DTL) configurations.
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- 2019
18. Commentary on 'Smaller Hippocampal Volume in Current But Not in Past Depression in Comparison to Healthy Controls: Minor Evidence From an Older Adults Sample'
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Maura Boldrini, Jorge Lopez-Castroman, Marilyn Wyart, Karen Ritchie, Chantal Meslin, Jerome Joseph Maller, Sylvaine Artero, Raffaella Calati, Ismaïl Bensassi, Philippe Courtet, Neuropsychiatrie : recherche épidémiologique et clinique (PSNREC), Université Montpellier 1 (UM1)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Montpellier (UM), Icahn School of Medicine at Mount Sinai [New York] (MSSM), Hôpital Lapeyronie [Montpellier] (CHU), Foundation Fondamental, New York State Psychiatric Institute, Columbia University [New York], Service de Psychiatrie [Nîmes], Centre Hospitalier Universitaire de Nîmes (CHU Nîmes), Monash Alfred Psychiatry Research Centre (MAPrc), The Alfred & Monash University School of Psychology and Psychiatry, General Electric Healthcare [Victoria], Centre for Mental Health Research, Australian National University (ANU), University of Edinburgh, Centre Hospitalier Régional Universitaire [Montpellier] (CHRU Montpellier), Artero, Sylvaine, Calati, R, Boldrini, M, Bensassi, I, Maller, J, Meslin, C, Wyart, M, Ritchie, K, Courtet, P, Artero, S, and Lopez-Castroman, J
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Male ,medicine.medical_specialty ,hippocampus ,education ,[SDV.MHEP.PSM] Life Sciences [q-bio]/Human health and pathology/Psychiatrics and mental health ,Hippocampus ,Sample (statistics) ,Audiology ,Article ,03 medical and health sciences ,0302 clinical medicine ,remission ,Neuroimaging ,Image Processing, Computer-Assisted ,Medicine ,Humans ,Prospective Studies ,Depression (differential diagnoses) ,Aged ,Aged, 80 and over ,Metabolic Syndrome ,Psychiatric Status Rating Scales ,Depressive Disorder, Major ,Depressive Disorder ,neuroimaging ,business.industry ,hippocampu ,Reproducibility of Results ,biomarkers ,Magnetic Resonance Imaging ,030227 psychiatry ,Psychiatry and Mental health ,[SDV.SPEE] Life Sciences [q-bio]/Santé publique et épidémiologie ,[SDV.MHEP.PSM]Life Sciences [q-bio]/Human health and pathology/Psychiatrics and mental health ,depression ,Linear Models ,Hippocampal volume ,biomarker ,Female ,[SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie ,Neurology (clinical) ,Geriatrics and Gerontology ,business ,030217 neurology & neurosurgery - Abstract
Structural neuroimaging studies revealed a consistent pattern of volumetric reductions in both hippocampus (HC) and anterior cingulate cortex (ACC) of individuals with major depressive episode(s) (MDE). This study investigated HC and ACC volume differences in currently depressed individuals (n = 150), individuals with a past lifetime MDE history (n = 79) and healthy controls (n = 287).Non-demented individuals were recruited from a cohort of community-dwelling older adults (ESPRIT study). T1-weighted magnetic resonance images and FreeSurfer Software (automated method) were used. Concerning HC, a manual method of measurement dividing HC into head, body, and tail was also used. General Linear Model was applied adjusting for covariates.Current depression was associated with lower left posterior HC volume, using manual measurement, in comparison to healthy status. However, when we slightly changed sub-group inclusion criteria, results did not survive to correction for multiple comparisons.The finding of lower left posterior HC volume in currently depressed individuals but not in those with a past MDE compared to healthy controls could be related to brain neuroplasticity. Additionally, our results may suggest manual measures to be more sensitive than automated methods.
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- 2019
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19. Complementary analytical approaches improving knowledge on lactic acid bacteria cryoresistance
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Julie Meneghel, Stéphanie Passot, Fernanda Fonseca, Amélie Girardeau, Ioan-Cristian Trelea, Génie et Microbiologie des Procédés Alimentaires (GMPA), Institut National de la Recherche Agronomique (INRA)-AgroParisTech, General Electric Healthcare, Asymptote, Université Paris Saclay (COmUE), and European Project: 777657,H2020-EU.1.3.3. - Stimulating innovation by means of cross-fertilisation of knowledge,777657,MSCA-RISE(2018)
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cryoresistance ,030219 obstetrics & reproductive medicine ,Cryobiology ,biology ,Chemistry ,[SDV]Life Sciences [q-bio] ,0402 animal and dairy science ,04 agricultural and veterinary sciences ,General Medicine ,biology.organism_classification ,040201 dairy & animal science ,General Biochemistry, Genetics and Molecular Biology ,Lactic acid ,lactic acid bacteria ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,13. Climate action ,Food science ,General Agricultural and Biological Sciences ,Bacteria - Abstract
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement N° 777657; Freezing is the most used bacterial cell preservation technique yet still a process that can be damaging and lead to cell death. Cryosensitivity greatly varies depending on considered species or strains. Fourier Transform Infra-Red (FTIR) spectroscopy is a powerful technique allowing biochemical characterization of major cellular components (lipids, proteins, polysaccharides). However, the exploitation of bacterial spectral features under native aqueous environments is challenging due to the strong absorption of water in the mid-IR region. The identification of cryoresistance markers has thus so far been mainly done using FTIR spectra of dried cells. In this study, three lactic acid bacteria strains were selected for their contrasting cryo-sensitivities. The objective was to combine two complementary approaches: a dynamic approach that measures evolution of peak positions in the lipid region of IR spectra as a function of temperature, and a novel approach using a FTIR microscope enabling higher spatial resolution of cells (~103 to 104 cells) in an aqueous environment. The most cryoresistant strain displayed a strikingly different membrane lipid phase transition compared to the other two: although phase transition happened very abruptly and at a low temperature (-14 °C), in gel phase, lipid membranes of the resistant strain maintained a higher degree of disorganization. These observations could be attributed to high unsaturated fatty acid content (>66% of C18:1). In addition to confirming the lipid membrane’s role in cryoresistance, this study has brought to light the potential role of other cellular components by removing the spectral contribution of water in spectra obtained with the FTIR microscope. This was achieved using a specially developed Matlab program, providing access to a large spectral region encompassing both the protein and carbohydrate regions (1800–975 cm-1). Good discrimination and visualization of population heterogeneity was observed, indicating that markers outside the lipid region must also contribute to cryoresistance
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- 2019
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20. Machine Learning Techniques Applied to Dose Prediction in Computed Tomography Tests
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David Ramos, Enrique Angel Garcia Angosto, Alfredo Serna Berna, Jose Luis Llor, Antonio-Javier Garcia-Sanchez, Universidad Politécnica de Cartagena, General Electric Healthcare, and Hospital General Universitario Santa Lucía
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Male ,Thorax ,Computer science ,Computed tomography ,lcsh:Chemical technology ,computer.software_genre ,Dose level ,patients ,Biochemistry ,030218 nuclear medicine & medical imaging ,Analytical Chemistry ,0302 clinical medicine ,Abdomen ,Dose prediction ,computed axial tomography ,lcsh:TP1-1185 ,Instrumentation ,medicine.diagnostic_test ,dose ,Tecnología Electrónica ,Atomic and Molecular Physics, and Optics ,machine learning ,medicine.anatomical_structure ,Dose ,030220 oncology & carcinogenesis ,Computed axial tomography ,Female ,2301 Química Analítica ,Química-Física ,Patients ,Radiation ,Radiation Dosage ,Machine learning ,Article ,Pelvis ,03 medical and health sciences ,Ingeniería Eléctrica ,medicine ,Humans ,Dosimetry ,Electrical and Electronic Engineering ,Radiometry ,Protocol (science) ,business.industry ,Cancer ,medicine.disease ,Artificial intelligence ,Tomography, X-Ray Computed ,business ,computer - Abstract
Increasingly more patients exposed to radiation from computed axial tomography (CT) will have a greater risk of developing tumors or cancer that are caused by cell mutation in the future. A minor dose level would decrease the number of these possible cases. However, this framework can result in medical specialists (radiologists) not being able to detect anomalies or lesions. This work explores a way of addressing these concerns, achieving the reduction of unnecessary radiation without compromising the diagnosis. We contribute with a novel methodology in the CT area to predict the precise radiation that a patient should be given to accomplish this goal. Specifically, from a real dataset composed of the dose data of over fifty thousand patients that have been classified into standardized protocols (skull, abdomen, thorax, pelvis, etc.), we eliminate atypical information (outliers), to later generate regression curves employing diverse well-known Machine Learning techniques. As a result, we have chosen the best analytical technique per protocol, a selection that was thoroughly carried out according to traditional dosimetry parameters to accurately quantify the dose level that the radiologist should apply in each CT test.
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- 2019
21. Myeloarchitectonic mapping of cortical gray matter with 3D inhomogeneous magnetization transfer (ihMT)
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Munsch, Fanny, Varma, Gopal, Taso, Manuel, Girard, Olivier M., Guidon, Arnaud, Duhamel, Guillaume, Alsop, David C., Duhamel, Guillaume, Beth Israel Deaconess - Harvard Medical School, Centre de résonance magnétique biologique et médicale (CRMBM), Aix Marseille Université (AMU)-Assistance Publique - Hôpitaux de Marseille (APHM)-Centre National de la Recherche Scientifique (CNRS), and General Electric Healthcare (Entreprise) (GE Healthcare)
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[SDV.IB.IMA] Life Sciences [q-bio]/Bioengineering/Imaging ,[SDV.IB.IMA]Life Sciences [q-bio]/Bioengineering/Imaging ,[INFO.INFO-IM]Computer Science [cs]/Medical Imaging ,[INFO.INFO-IM] Computer Science [cs]/Medical Imaging - Abstract
International audience; Advances in inhomogeneous magnetization transfer (ihMT) imaging have enabled improved volumetric imaging of gray matter. We performed a cortical surface-based analysis of the ihMT ratio (ihMTR) and the inverse ihMT ratio (ihMTRinv) to investigate the distribution of myelin in cortical gray matter. IhMT MRI, and especially ihMTRinv, displayed regional differences in cortical myelination, in agreement with postmortem studies. These findings support the myelin sensitivity and specificity of ihMTRinv and its use for gray matter characterization.
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- 2019
22. Role of myocardial constructive work in the identification of responders to CRT
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Arnaud Hubert, Alfredo Hernandez, Eigil Samset, Otto A. Smiseth, Philippe Mabo, Elena Galli, Christophe Leclercq, Anne Bernard, Erwan Donal, Laboratoire Traitement du Signal et de l'Image (LTSI), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Rennes 1 (UR1), Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES), Service de cardiologie et maladies vasculaires [Rennes] = Cardiac, Thoracic, and Vascular Surgery [Rennes], CHU Pontchaillou [Rennes], CHU Trousseau [Tours], Centre Hospitalier Régional Universitaire de Tours (CHRU Tours), Centre d'Investigation Clinique [Rennes] (CIC), Université de Rennes 1 (UR1), Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES)-Hôpital Pontchaillou-Institut National de la Santé et de la Recherche Médicale (INSERM), General Electric Healthcare, Université de Rennes (UR)-Institut National de la Santé et de la Recherche Médicale (INSERM), Université de Rennes (UR)-Hôpital Pontchaillou-Institut National de la Santé et de la Recherche Médicale (INSERM), Laboratoire Traitement du Signal et de l'Image ( LTSI ), Université de Rennes 1 ( UR1 ), Université de Rennes ( UNIV-RENNES ) -Université de Rennes ( UNIV-RENNES ) -Institut National de la Santé et de la Recherche Médicale ( INSERM ), Service de cardiologie et maladies vasculaires [CHU de Rennes], CHRU Tours, Centre d'Investigation Clinique [Rennes] ( CIC ), Université de Rennes ( UNIV-RENNES ) -Université de Rennes ( UNIV-RENNES ) -Hôpital Pontchaillou-Institut National de la Santé et de la Recherche Médicale ( INSERM ), Jonchère, Laurent, and Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES)-Institut National de la Santé et de la Recherche Médicale (INSERM)
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Male ,cardiac work ,genetic structures ,medicine.medical_treatment ,cardiac resynchronization therapy ,heart failure ,Speckle tracking echocardiography ,030204 cardiovascular system & hematology ,Severity of Illness Index ,Cohort Studies ,Electrocardiography ,Ventricular Dysfunction, Left ,0302 clinical medicine ,030212 general & internal medicine ,[ SDV.IB ] Life Sciences [q-bio]/Bioengineering ,Ejection fraction ,General Medicine ,Middle Aged ,Prognosis ,3. Good health ,Treatment Outcome ,Echocardiography ,Heart Function Tests ,pressure-strain loops ,Cardiology ,cardiovascular system ,Female ,[SDV.IB]Life Sciences [q-bio]/Bioengineering ,Cardiology and Cardiovascular Medicine ,Cohort study ,circulatory and respiratory physiology ,medicine.medical_specialty ,Cardiac resynchronization therapy ,03 medical and health sciences ,QRS complex ,Internal medicine ,Severity of illness ,Image Interpretation, Computer-Assisted ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,cardiovascular diseases ,Aged ,Retrospective Studies ,[SDV.IB] Life Sciences [q-bio]/Bioengineering ,Analysis of Variance ,business.industry ,Retrospective cohort study ,Stroke Volume ,medicine.disease ,Logistic Models ,ROC Curve ,Heart failure ,business - Abstract
International audience; Aims - Cardiac resynchronization therapy (CRT) plays a pivotal role in the management of patients with heart failure (HF) and wide QRS complex. However, the treatment is plagued by numerous non-responders. Aim of the study is to evaluate the role myocardial work estimated by pressure-strain loops (PSLs) in the comprehension of physiological mechanisms associated with CRT and in the prediction of CRT response. Methods and results - Ninety-seven patients with symptomatic HF (ejection fraction: 27 ± 6%, QRS duration 164 ± 18 ms) undergoing CRT implantation according to current recommendations were retrospectively included in the study. Standard 2D and speckle tracking echocardiography were performed before CRT and at the 6-month follow-up (FU). PSL analysis allowed the calculation of global and regional myocardial constructive work (CW) and wasted work (WW). A > 15% reduction in left ventricular (LV) end-systolic volume at FU defined CRT-positive response (CRT-PR). At FU, 63 (65%) patients responded to CRT. Global CW (CWtot) was significantly increased in CRT-responders. At multivariate analysis, CWtot > 1057 mmHg% (OR 14.69, P = 0.005) and septal flash (OR 8.05, P = 0.004) were the only significant predictors of CRT-PR. CWtot was associated with the entity of CRT-induced myocardial remodelling in both ischaemic (r = -0.55, P
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- 2018
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23. Cryopreservation-related stresses in Lactobacillus delbrueckii SUBSP. Bulgaricus: Global and multi-scale study
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Frédéric Jamme, Paul Dumas, Fernanda Fonseca, Julie Meneghel, Stéphanie Passot, Asymptote, General Electric Healthcare, Génie et Microbiologie des Procédés Alimentaires (GMPA), Institut National de la Recherche Agronomique (INRA)-AgroParisTech, and Synchrotron SOLEIL
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030219 obstetrics & reproductive medicine ,biology ,Scale (ratio) ,[SDV]Life Sciences [q-bio] ,0402 animal and dairy science ,04 agricultural and veterinary sciences ,General Medicine ,biology.organism_classification ,040201 dairy & animal science ,General Biochemistry, Genetics and Molecular Biology ,Cryopreservation ,03 medical and health sciences ,Lactobacillus delbrueckii SUBSP. Bulgaricus ,0302 clinical medicine ,Cryopreservation-related stresses ,Food science ,General Agricultural and Biological Sciences ,Lactobacillus delbrueckii subsp. bulgaricus - Abstract
Cryopreservation-related stresses in Lactobacillus delbrueckii SUBSP. Bulgaricus: Global and multi-scale study. 55. Annual Meeting of the Society for Cryobiology
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- 2018
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24. Interdependency of freezing and thawing rates on cryopreserved human t cells
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John Morris, Stuart Milne, Fernanda Fonseca, Alex Nancekievill, Nick Gaddum, Mike Delahaye, Jasmin Baboo, Peter Kilbride, Magdalena Blanco, Julie Meneghel, Cell and Gene Therapy Catapult, Asymptote, General Electric Healthcar, Génie et Microbiologie des Procédés Alimentaires (GMPA), Institut National de la Recherche Agronomique (INRA)-AgroParisTech, and Asymptote, General Electric Healthcare
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030219 obstetrics & reproductive medicine ,Cryobiology ,[SDV]Life Sciences [q-bio] ,0402 animal and dairy science ,04 agricultural and veterinary sciences ,General Medicine ,Biology ,freezing ,040201 dairy & animal science ,General Biochemistry, Genetics and Molecular Biology ,Cryopreservation ,3. Good health ,Andrology ,03 medical and health sciences ,0302 clinical medicine ,thawing rates ,General Agricultural and Biological Sciences ,cryopreserved human t cells - Abstract
Interdependency of freezing and thawing rates on cryopreserved human t cells. 55. Annual Meeting of the Society for Cryobiology
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- 2018
- Full Text
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25. Endoluminal coil-sensitivity degradation with the coil-orientation effect with respect to B0 field: preliminary results
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Raki, Hamza, Lambert, Simon A., Tse-Ve-Koon, Kevin, Souchay, H., Robb, F., Saniour, I., Beuf, O., RMN et optique : De la mesure au biomarqueur, Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé (CREATIS), Université Jean Monnet [Saint-Étienne] (UJM)-Hospices Civils de Lyon (HCL)-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Jean Monnet [Saint-Étienne] (UJM)-Hospices Civils de Lyon (HCL)-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM), and General Electric Healthcare (Entreprise) (GE Healthcare)
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[SDV.IB.IMA]Life Sciences [q-bio]/Bioengineering/Imaging ,ComputingMilieux_MISCELLANEOUS - Abstract
International audience
- Published
- 2018
26. Comparison of single-loop endoluminal receiver coils based on serial or parallel active decoupling circuits using controllable MEMS switches
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Raki, Hamza, Saniour, I., Robb, F., Tse-Ve-Koon, Kevin, Souchay, H., Lambert, Simon A., Beuf, O., RMN et optique : De la mesure au biomarqueur, Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé (CREATIS), Université Jean Monnet [Saint-Étienne] (UJM)-Hospices Civils de Lyon (HCL)-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Jean Monnet [Saint-Étienne] (UJM)-Hospices Civils de Lyon (HCL)-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM), and General Electric Healthcare (Entreprise) (GE Healthcare)
- Subjects
[SDV.IB.IMA]Life Sciences [q-bio]/Bioengineering/Imaging ,ComputingMilieux_MISCELLANEOUS - Abstract
International audience
- Published
- 2018
27. Evidence-based usability design principles for medication alerting systems
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Marie-Catherine Beuscart-Zéphir, Julie Niès, Erin Roehrer, Romaric Marcilly, Elske Ammenwerth, Bodescot, Myriam, Centre d'Investigation Clinique - Innovation Technologique de Lille - CIC 1403 - CIC 9301 (CIC Lille), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille-Centre Hospitalier Régional Universitaire [Lille] (CHRU Lille), Evaluation des technologies de santé et des pratiques médicales - ULR 2694 (METRICS), Université de Lille-Centre Hospitalier Régional Universitaire [Lille] (CHRU Lille), Maison Régionale de la Recherche Clinique [Lille], Centre Hospitalier Régional Universitaire [Lille] (CHRU Lille), Institute of Medical Informatics [Hall en Tyrol, Autriche], University for Health Sciences, Medical Informatics and Technology [Hall en Tyrol, Autriche] (UMIT), eHealth Services Research Group [Hobart, TAS, Australie], School of Engineering and ICT [Hobart, TAS, Australie], University of Tasmania [Hobart, Australia] (UTAS)-University of Tasmania [Hobart, Australia] (UTAS), General Electric Healthcare Partners [Boulogne-Billancourt], CHU Lille, Université de Lille, Evaluation des technologies de santé et des pratiques médicales - ULR 2694 [METRICS], University of Tasmania [Hobart, Australia] [UTAS], and Centre d’Investigation Clinique - Innovation Technologique [Lille] (CIC-IT Lille)
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Decision support system ,Evidence-based practice ,Design ,020205 medical informatics ,Computer science ,Usability ,Human engineering ,Design elements and principles ,Health Informatics ,02 engineering and technology ,lcsh:Computer applications to medicine. Medical informatics ,Health informatics ,Medical Order Entry Systems ,03 medical and health sciences ,Patient safety ,0302 clinical medicine ,Software Design ,Human–computer interaction ,0202 electrical engineering, electronic engineering, information engineering ,Humans ,030212 general & internal medicine ,business.industry ,Health Policy ,Alerting system ,Decision support ,Transparency (human–computer interaction) ,[SDV.SP]Life Sciences [q-bio]/Pharmaceutical sciences ,3. Good health ,Computer Science Applications ,[SDV.SP] Life Sciences [q-bio]/Pharmaceutical sciences ,Workflow ,Evidence-Based Practice ,lcsh:R858-859.7 ,business ,Research Article - Abstract
Background Usability flaws in medication alerting systems may have a negative impact on clinical use and patient safety. In order to prevent the release of alerting systems that contain such flaws, it is necessary to provide designers and evaluators with evidence-based usability design principles. The objective of the present study was to develop a comprehensive, structured list of evidence-based usability design principles for medication alerting systems. Methods Nine sets of design principles for medication alerting systems were analyzed, summarized, and structured. We then matched the summarized principles with a list of usability flaws in order to determine the level of underlying evidence. Results Fifty-eight principles were summarized from the literature and two additional principles were defined, so that each flaw was matched with a principle. We organized the 60 summarized usability design principles into 6 meta-principles, 38 principles, and 16 sub-principles. Only 15 principles were not matched with a usability flaw. The 6 meta-principles respectively covered the improvement of the signal-to-noise ratio, the support for collaborative working, the fit with a clinician’s workflow, the data display, the transparency of the alerting system, and the actionable tools to be provided within an alert. Conclusions It is possible to develop an evidence-based, structured, comprehensive list of usability design principles that are specific to medication alerting systems and are illustrated by the corresponding usability flaws. This list represents an improvement over the current literature. Each principle is now associated with the best available evidence of its violation. This knowledge may help to improve the usability of medication alerting systems and, ultimately, decrease the harmful consequences of the systems’ usability flaws. Electronic supplementary material The online version of this article (10.1186/s12911-018-0615-9) contains supplementary material, which is available to authorized users.
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- 2018
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28. Characterization and comparison of RF MEMS switch for active detuning of endoluminal receiver coils
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Raki, Hamza, Saniour, I., Robb, F., Souchay, H., Lambert, S.A., Beuf, Olivier, RMN et optique : De la mesure au biomarqueur, Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé (CREATIS), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Hospices Civils de Lyon (HCL)-Université Jean Monnet [Saint-Étienne] (UJM)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Hospices Civils de Lyon (HCL)-Université Jean Monnet [Saint-Étienne] (UJM)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), and General Electric Healthcare (Entreprise) (GE Healthcare)
- Subjects
Condensed Matter::Quantum Gases ,[SDV.IB.IMA]Life Sciences [q-bio]/Bioengineering/Imaging ,Physics::Atomic Physics - Abstract
International audience; The use of receiver endoluminal coils is an attractive solution to achieve locally high spatial resolution in deep regions in the body such as colon wall1. During the radiofrequency (RF) transmit phase, the receiver-coil must be detuned from the RF transmitter-coil to avoid inhomogeneity of the RF magnetic field in proximity and the extra noise in the image due to the mutual inductance between coils2. For this purpose, several detuning methods were proposed in literature such as active detuning based on PINdiode (galvanic)3 or optical connection4. Recently, Micro-Electro-Mechanical-Systems (MEMS) switch(GE Healthcare) was introduced5 to have a fast detuning and a higher SNR6. The purpose of this work was to compare the tuning/detuning characteristics of three detuning circuits and their impacts on the coil performances.
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- 2017
29. The year 2015-16 in the European Heart Journal-Cardiovascular Imaging. Part II
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Thor Edvardsen, Bernhard Gerber, Erwan Donal, Pál Maurovich-Horvat, Gerald Maurer, Bogdan A Popescu, University of Oslo (UiO), Institut de Recherche Expérimentale et Clinique (IREC), Université Catholique de Louvain = Catholic University of Louvain (UCL), Centre d'Investigation Clinique [Rennes] (CIC), Université de Rennes 1 (UR1), Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES)-Hôpital Pontchaillou-Institut National de la Santé et de la Recherche Médicale (INSERM), Laboratoire Traitement du Signal et de l'Image (LTSI), Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES)-Institut National de la Santé et de la Recherche Médicale (INSERM), Semmelweis University [Budapest], General Electric healthcare, Novartis, UCL - SSS/IREC/CARD - Pôle de recherche cardiovasculaire, UCL - (SLuc) Service de pathologie cardiovasculaire, Université de Rennes (UR)-Hôpital Pontchaillou-Institut National de la Santé et de la Recherche Médicale (INSERM), and Université de Rennes (UR)-Institut National de la Santé et de la Recherche Médicale (INSERM)
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Heart Defects, Congenital ,Male ,education ,Heart Valve Diseases ,heart failure ,Magnetic Resonance Imaging, Cine ,030204 cardiovascular system & hematology ,Multimodal Imaging ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,cardiovascular magnetic resonance ,0302 clinical medicine ,echocardiography ,Humans ,Radiology, Nuclear Medicine and imaging ,health care economics and organizations ,multimodality ,Heart Failure ,computed tomography ,General Medicine ,congenital heart disease ,3. Good health ,Europe ,Cardiac Imaging Techniques ,PET ,Echocardiography ,Practice Guidelines as Topic ,[SDV.IB]Life Sciences [q-bio]/Bioengineering ,Female ,Journal Impact Factor ,Periodicals as Topic ,Cardiology and Cardiovascular Medicine ,Cardiomyopathies ,cardiomyopathy - Abstract
International audience; The multi-modality cardiovascular imaging journal, European Heart Journal-Cardiovascular Imaging, was created in 2012. It has gained an impressive impact factor of 5.99 during its first 5 years and is now the most important imaging journal in Europe. The most important studies from the journal's fourth and fifth years will be highlighted in two reports. Part I of the review will focus on studies in myocardial function, myocardial ischaemia, and emerging techniques in cardiovascular imaging and Part II will focus on valvular heart diseases, heart failure, cardiomyopathies, and congenital heart diseases.
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- 2017
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30. Landing Gear Noise Identification Using Phased Array with Experimental and Computational Data
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Bulté, Jean, Redonnet, Stéphane, General Electric Healthcare [Cardiff] (GE Healthcare), ONERA - The French Aerospace Lab [Châtillon], and ONERA-Université Paris Saclay (COmUE)
- Subjects
TRAIN ATTERRISSAGE ,TECHNIQUES D'ANTENNERIE PAR RESAU DE CAPTEURS ,[SPI.ACOU]Engineering Sciences [physics]/Acoustics [physics.class-ph] ,LOCALISATION SOURCE ,LOCALISATION DE SOURCES DE BRUIT ,MECANIQUE DES FLUIDS NUMERIQUES (ZDES) ,APPROCHE HYBRIDE ,CALCUL AÉROACOUSTIQUE (CAA) ,AÉROACOUSTIQUE DE TRAIN D'ATTERRISSAGE ,RESEAU CAPTEUR ,MECANIQUE FLUIDES NUMERIQUE ,SIMULATION NUMÉRIQUE ,AEROACOUSTIQUE NUMERIQUE - Abstract
International audience; In regard to aircraft noise mitigation, this paper focuses on noise emission by a simplified nose landing gear (NLG), whose noise sources are identified by the means of sensor array methods. More precisely, following a former characterization of the aeroacoustics by the NLG via dedicated experiments and computations, the subsequent experimental and numerical noise signals are applied two popular sensor array methods of noise localization, namely, classical beam forming (CBF) and deconvolution approach for the mapping of acoustic sources (DAMAS). The resulting noise source maps are then analyzed from both the points of view of phenomenology (NLG noise generation mechanisms) and methodology (noise localization methods and application). The results show how sensor array methods (more especially DAMAS) are capable of revealing the underlying physics of the NLG noise source mechanisms, whether it is within an experimental or a computational context. This speaks in favor of a more systematic use of sensor array methods for investigating the noise physics of aircraft components.; Relativement à la problématique générique de réduction du bruit aéronautique, les travaux présents concernent l'aéroacoustique d'un train d'atterrissage avant d'avion commercial. Ils font suite à des travaux antérieurs dédiés à la caractérisation expérimentale et numérique de la génération acoustique par un train d’atterrissage avant simplifié, dont les sources de bruit sont ici identifiées via une méthode d'antennerie par réseaux de capteurs. Plus précisément, les signaux acoustiques ayant été précédemment mesurés expérimentalement et simulés numériquement sont ici soumis à deux méthodes génériques de localisation de source par réseaux de capteurs, à savoir les techniques Classical Beam Forming (CBF) et DAMAS. Les cartographies de sources de bruit résultantes sont ensuite analysées, à la fois du point de vue de la phénoménologie physique (mécanismes de génération du bruit par le train d’atterrissage) que de celui de la méthodologie mise en œuvre (application des méthodes de localisation du bruit). Les résultats montrent que les méthodes de réseaux de capteurs (et plus particulièrement DAMAS) sont capables de révéler la physique sous-jacente des mécanismes de génération acoustique d’un train d'atterrissage, que ce soit par application au sein d’un contexte expérimental ou numérique. Ceci plaide en faveur d'une utilisation plus systématique des méthodes de réseaux de capteurs pour étudier la physique du bruit aéronautique.
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- 2017
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31. Identification du bruit de train d'atterrissage par réseau de capteurs appliqué à des données expérimentales et numériques
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Jean Bulté, Stephane Redonnet, General Electric Healthcare [Cardiff] (GE Healthcare), ONERA - The French Aerospace Lab [Châtillon], and ONERA-Université Paris Saclay (COmUE)
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Engineering ,LOCALISATION SOURCE ,Aircraft noise ,Phased array ,Acoustics ,Aerospace Engineering ,CALCUL AÉROACOUSTIQUE (CAA) ,Context (language use) ,02 engineering and technology ,RESEAU CAPTEUR ,01 natural sciences ,MECANIQUE FLUIDES NUMERIQUE ,010305 fluids & plasmas ,AEROACOUSTIQUE NUMERIQUE ,TRAIN ATTERRISSAGE ,0203 mechanical engineering ,Sensor array ,0103 physical sciences ,Simulation ,Landing gear ,[SPI.ACOU]Engineering Sciences [physics]/Acoustics [physics.class-ph] ,020301 aerospace & aeronautics ,MECANIQUE DES FLUIDS NUMERIQUES (ZDES) ,business.industry ,TECHNIQUES D'ANTENNERIE PAR RESAU DE CAPTEURS ,Noise ,LOCALISATION DE SOURCES DE BRUIT ,Aeroacoustics ,APPROCHE HYBRIDE ,AÉROACOUSTIQUE DE TRAIN D'ATTERRISSAGE ,Deconvolution ,business ,SIMULATION NUMÉRIQUE - Abstract
International audience; In regard to aircraft noise mitigation, this paper focuses on noise emission by a simplified nose landing gear (NLG), whose noise sources are identified by the means of sensor array methods. More precisely, following a former characterization of the aeroacoustics by the NLG via dedicated experiments and computations, the subsequent experimental and numerical noise signals are applied two popular sensor array methods of noise localization, namely, classical beam forming (CBF) and deconvolution approach for the mapping of acoustic sources (DAMAS). The resulting noise source maps are then analyzed from both the points of view of phenomenology (NLG noise generation mechanisms) and methodology (noise localization methods and application). The results show how sensor array methods (more especially DAMAS) are capable of revealing the underlying physics of the NLG noise source mechanisms, whether it is within an experimental or a computational context. This speaks in favor of a more systematic use of sensor array methods for investigating the noise physics of aircraft components.; Relativement à la problématique générique de réduction du bruit aéronautique, les travaux présents concernent l'aéroacoustique d'un train d'atterrissage avant d'avion commercial. Ils font suite à des travaux antérieurs dédiés à la caractérisation expérimentale et numérique de la génération acoustique par un train d’atterrissage avant simplifié, dont les sources de bruit sont ici identifiées via une méthode d'antennerie par réseaux de capteurs. Plus précisément, les signaux acoustiques ayant été précédemment mesurés expérimentalement et simulés numériquement sont ici soumis à deux méthodes génériques de localisation de source par réseaux de capteurs, à savoir les techniques Classical Beam Forming (CBF) et DAMAS. Les cartographies de sources de bruit résultantes sont ensuite analysées, à la fois du point de vue de la phénoménologie physique (mécanismes de génération du bruit par le train d’atterrissage) que de celui de la méthodologie mise en œuvre (application des méthodes de localisation du bruit). Les résultats montrent que les méthodes de réseaux de capteurs (et plus particulièrement DAMAS) sont capables de révéler la physique sous-jacente des mécanismes de génération acoustique d’un train d'atterrissage, que ce soit par application au sein d’un contexte expérimental ou numérique. Ceci plaide en faveur d'une utilisation plus systématique des méthodes de réseaux de capteurs pour étudier la physique du bruit aéronautique.
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- 2017
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32. Endoluminal coils: Active decoupling and sensitivity dependence regarding coil orientation
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Raki, H., Saniour, I., Robb, F., Tse Ve Koon, K., Souchay, H., Lambert, S.A., Beuf, O., RMN et optique : De la mesure au biomarqueur, Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé (CREATIS), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Hospices Civils de Lyon (HCL)-Université Jean Monnet [Saint-Étienne] (UJM)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Hospices Civils de Lyon (HCL)-Université Jean Monnet [Saint-Étienne] (UJM)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), and General Electric Healthcare (Entreprise) (GE Healthcare)
- Subjects
[SDV.IB.IMA]Life Sciences [q-bio]/Bioengineering/Imaging ,[INFO.INFO-IM]Computer Science [cs]/Medical Imaging ,ComputingMilieux_MISCELLANEOUS - Abstract
International audience
- Published
- 2017
33. Comparison of endoluminal receiver coils based on PIN-diode, photodiodes and MEMS switches for active detuning circuits
- Author
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Raki, H., Saniour, I., Robb, F., Tse Ve Koon, K., Souchay, H., Lambert, S.A., Beuf, O., RMN et optique : De la mesure au biomarqueur, Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé (CREATIS), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Hospices Civils de Lyon (HCL)-Université Jean Monnet [Saint-Étienne] (UJM)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Hospices Civils de Lyon (HCL)-Université Jean Monnet [Saint-Étienne] (UJM)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), and General Electric Healthcare (Entreprise) (GE Healthcare)
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[SDV.IB.IMA]Life Sciences [q-bio]/Bioengineering/Imaging ,[INFO.INFO-IM]Computer Science [cs]/Medical Imaging ,ComputingMilieux_MISCELLANEOUS - Abstract
International audience
- Published
- 2017
34. Automated Liver Volumetry in Orthotopic Liver Transplantation Using Multiphase Acquisitions on MDCT
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Eric Pichon, Jeanne Tran-Van-Nhieu, Alain Rahmouni, Alexis Laurent, Laszlo Rusko, Alain Luciani, Jean-François Deux, Blandine Loze, Laurence Baranes, Inserm U955, équipe 17, Service d'imagerie médicale, Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-CHU Henri Mondor-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-CHU Henri Mondor-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12)-Institut Mondor de Recherche Biomédicale (IMRB), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12)-IFR10-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12)-IFR10, General Electric Healthcare Division, Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-CHU Henri Mondor-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12), Général Electric Médical, Service de chirurgie digestive, Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpital Henri Mondor, Département de pathologie [Mondor], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpital Henri Mondor-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12), and Guellaen, Georges
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Male ,Time Factors ,MESH: Organ Size ,medicine.medical_treatment ,Liver volume ,Liver transplantation ,030218 nuclear medicine & medical imaging ,0302 clinical medicine ,Medicine ,Segmentation ,MESH: Aged ,MESH: Middle Aged ,Organ Size ,General Medicine ,Middle Aged ,Volume measurements ,Radiographic Image Interpretation, Computer-Assisted ,Female ,[SDV.IB]Life Sciences [q-bio]/Bioengineering ,030211 gastroenterology & hepatology ,Manual segmentation ,Tomography ,Radiology ,Segmentation algorithm ,MESH: Tomography, X-Ray Computed ,Algorithms ,Adult ,MESH: Liver Transplantation ,medicine.medical_specialty ,Orthotopic liver transplantation ,MESH: Algorithms ,Level-set ,03 medical and health sciences ,MESH: Radiographic Image Interpretation, Computer-Assisted ,Humans ,Radiology, Nuclear Medicine and imaging ,Aged ,[SDV.IB] Life Sciences [q-bio]/Bioengineering ,MESH: Humans ,business.industry ,MESH: Time Factors ,MESH: Adult ,[SDV.MHEP.HEG]Life Sciences [q-bio]/Human health and pathology/Hépatology and Gastroenterology ,[SDV.MHEP.HEG] Life Sciences [q-bio]/Human health and pathology/Hépatology and Gastroenterology ,MESH: Male ,Patient population ,Tomography, X-Ray Computed ,business ,MESH: Female - Abstract
International audience; OBJECTIVE: The aim of this study was to test a new automated hepatic volumetry technique by comparing the accuracies and postprocessing times of manual and automated liver volume segmentation methods in a patient population undergoing orthotopic liver transplantation so that liver volume could be determined on pathology as the standard of reference. CONCLUSION: Both manual and automated multiphase MDCT-based volume measurements were strongly correlated to liver volume (Pearson correlation coefficient, r = 0.87 [p < 0.0001] and 0.90 [p < 0.0001], respectively). Automated multiphase segmentation was significantly more rapid than manual segmentation (mean time, 16 ± 5 [SD] and 86 ± 3 seconds, respectively; p = 0.01). Overall, automated liver volumetry based on multiphase CT acquisitions is feasible and more rapid than manual segmentation.
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- 2012
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35. Comprehensive in vitro Proarrhythmia Assay (CiPA): Pending issues for successful validation and implementation
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Icilio Cavero, Henry H. Holzgrefe, Veronique Ballet, Mike Clements, Jean-Michel Guillon, Jean-Frédéric Gerbeau, Chercheur indépendant, Sanofi [Vitry-sur-Seine], SANOFI Recherche, General Electric Healthcare [Cardiff] (GE Healthcare), Numerical simulation of biological flows (REO), Laboratoire Jacques-Louis Lions (LJLL), Université Pierre et Marie Curie - Paris 6 (UPMC)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS)-Inria de Paris, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria), cardioXcomp, ANR-13-LAB1-0007,CardioXcomp,Modélisation, simulation et traitement du signal en électrophysiologie cardiaque(2013), and ANR-05-PADD-0013,DST,Dégradation physique des Sols agricoles et forestiers liée au Tassement : conséquences environnementales et économiques, prévision, prévention, suivi, cartographie(2005)
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0301 basic medicine ,Drug-Related Side Effects and Adverse Reactions ,Computer science ,Drug Evaluation, Preclinical ,Field potential data sampling and analysis ,030204 cardiovascular system & hematology ,Toxicology ,Cell Line ,03 medical and health sciences ,0302 clinical medicine ,Human use ,Validation ,medicine ,Animals ,Humans ,Myocytes, Cardiac ,Comprehensive in vitro Proarrhythmia Assay (CiPA) ,Proarrhythmia ,Protocol (science) ,Pharmacology ,Safety pharmacology ,Stem Cells ,Reproducibility of Results ,Nonclinical safety ,Arrhythmias, Cardiac ,medicine.disease ,Pending issues and solution ,Biological materials ,3. Good health ,Patch clamp technologies ,030104 developmental biology ,Risk analysis (engineering) ,Drug development ,Voltage sensitive dye (VSD) ,[SDV.SP.PHARMA]Life Sciences [q-bio]/Pharmaceutical sciences/Pharmacology ,Induced pluripotent cell cardiomyocytes (hiPSC-CMs) ,Safety ,Multi electrode array (MEA) - Abstract
Introduction The Comprehensive in vitro Proarrhythmia Assay (C i PA) is a nonclinical Safety Pharmacology paradigm for discovering electrophysiological mechanisms that are likely to confer proarrhythmic liability to drug candidates intended for human use. Topics covered Key talks delivered at the ‘C i PA on my mind’ session, held during the 2015 Annual Meeting of the Safety Pharmacology Society (SPS), are summarized. Issues and potential solutions relating to crucial constituents [ e.g. , biological materials (ion channels and pluripotent stem cell-derived cardiomyocytes), study platforms, drug solutions, and data analysis] of C i PA core assays are critically examined. Discussion In order to advance the C i PA paradigm from the current testing and validation stages to a research and regulatory drug development strategy, systematic guidance by C i PA stakeholders is necessary to expedite solutions to pending and newly arising issues. Once a study protocol is proved to yield robust and reproducible results within and across laboratories, it can be implemented as qualified regulatory procedure.
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- 2016
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36. 'Bones in Silenz': A new T1-weighted SILENZ sequence evaluating the bone in MRI
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Valérie Burdin, D. Ben Salem, R. Ragoubi Hor, E. Stindel, Julien Ognard, B. Perez, Laboratoire de Traitement de l'Information Medicale (LaTIM), Université européenne de Bretagne - European University of Brittany (UEB)-Télécom Bretagne-Centre Hospitalier Régional Universitaire de Brest (CHRU Brest)-Université de Brest (UBO)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Institut Mines-Télécom [Paris] (IMT), CHRU Brest - Service d'Imagerie médicale (CHU - Brest - HM), Centre Hospitalier Régional Universitaire de Brest (CHRU Brest), Département Image et Traitement Information (ITI), Université européenne de Bretagne - European University of Brittany (UEB)-Télécom Bretagne-Institut Mines-Télécom [Paris] (IMT), Commissariat à l'énergie atomique et aux énergies alternatives (CEA), Laboratoire des Venins et Biomolécules Thérapeutiques - Laboratory of Venoms and Therapeutic Biomolecules (LR11IPT08), Institut Pasteur de Tunis, Réseau International des Instituts Pasteur (RIIP)-Réseau International des Instituts Pasteur (RIIP), General Electric Healthcare (Entreprise) (GE Healthcare), and Université européenne de Bretagne - European University of Brittany (UEB)-Université de Brest (UBO)-Télécom Bretagne-Institut Mines-Télécom [Paris] (IMT)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre Hospitalier Régional Universitaire de Brest (CHRU Brest)
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Zero echo-time ,medicine.medical_specialty ,[SDV.IB.IMA]Life Sciences [q-bio]/Bioengineering/Imaging ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,[SDV.IB.MN]Life Sciences [q-bio]/Bioengineering/Nuclear medicine ,Sensitivity and Specificity ,Bone and Bones ,Imaging, Three-Dimensional ,Software Design ,T1 weighted ,medicine ,Image Processing, Computer-Assisted ,Humans ,Radiology, Nuclear Medicine and imaging ,Bone ,Sequence (medicine) ,Image segmentation ,Radiological and Ultrasound Technology ,business.industry ,Pattern recognition ,General Medicine ,Image Enhancement ,Magnetic Resonance Imaging ,Joints ,Radiology ,Artificial intelligence ,business ,[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing ,MRI - Abstract
International audience; We propose a new imaging technique, demonstrating the bones' edges using the Silent Scan's T1w FatSat sequence. An advanced post-processing coupled with the use of the zero echo-time imaging technology could lead to robust semi- or automatic segmentation. Such technique could guide and facilitate every surgery that needs bone measurements and valuable 3D appreciation or virtual guiding.
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- 2014
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37. Winning in Rural Emerging Markets
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Fabio Ancarani, Judy Frels, Joanne Miller, Chiara Saibene, Massimo Barberio, Alma Mater Studiorum Università di Bologna [Bologna] (UNIBO), Audencia Recherche, Audencia Business School, i2i Results, SDA Bocconi School of Management, Bocconi School of Management, and General Electric Healthcare
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Growth Strategy ,Emerging markets ,[SHS.GESTION]Humanities and Social Sciences/Business administration ,Marketing Strategy ,Emerging markets,Marketing Strategy,Growth Strategy - Abstract
Accepted in California Management Review. Soon available in JSTOR; International audience; In 2010, General Electric launched an investigation into how multi-national corporations (MNCs) were adapting to rural emerging markets. A team of 33 executives and three academics examined models ranging from Toyota's vehicle servicing program in East Africa to Nokia's localized mobile handset financing in India to Egis Pharmaceuticals' worker retention incentives in Eastern Europe. The project included 15 case studies from India, China, Africa and Eastern Europe. This article presents common tactics that these MNCs have used to successfully adapt to rural markets in emerging regions across five key organizational functions: product development, distribution, service, financing, and human resources.
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- 2014
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38. Definition of the quality of transthoracic echocardiography in 2011. Echocardiography Branch of the French Society of Cardiology
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M.-C. Malergue, Raymond Roudaut, Bruno Gallet, P. Dehant, Jean-Luc Monin, Erwan Donal, Eric Brochet, Christophe Tribouilloy, Stephane Lafitte, Laboratoire Traitement du Signal et de l'Image (LTSI), Université de Rennes 1 (UR1), Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES)-Institut National de la Santé et de la Recherche Médicale (INSERM), Service de cardiologie et maladies vasculaires [Rennes] = Cardiac, Thoracic, and Vascular Surgery [Rennes], CHU Pontchaillou [Rennes], CIC-IT Rennes, Hôpital Pontchaillou-Institut National de la Santé et de la Recherche Médicale (INSERM), The authors have receive Grant/Research Supportor Con- sulting Fees from Philips health care, General Electric Healthcare, Siemens Medical Imaging, Toshiba medical imaging., Université de Rennes (UR)-Institut National de la Santé et de la Recherche Médicale (INSERM), and Le Corre, Morgane
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medicine.medical_specialty ,Heart Diseases ,media_common.quotation_subject ,MESH: Societies, Medical ,Cardiology ,Good practice ,030204 cardiovascular system & hematology ,Guidelines ,MESH: Prognosis ,03 medical and health sciences ,0302 clinical medicine ,[SDV.MHEP.CSC]Life Sciences [q-bio]/Human health and pathology/Cardiology and cardiovascular system ,Predictive Value of Tests ,Image Interpretation, Computer-Assisted ,Humans ,Medicine ,Quality (business) ,Medical physics ,030212 general & internal medicine ,Societies, Medical ,ComputingMilieux_MISCELLANEOUS ,media_common ,[SDV.IB] Life Sciences [q-bio]/Bioengineering ,Miniaturization ,MESH: Humans ,business.industry ,MESH: Heart Diseases ,Equipment Design ,General Medicine ,MESH: Miniaturization ,Prognosis ,MESH: Cardiology ,MESH: Predictive Value of Tests ,[SDV.MHEP.CSC] Life Sciences [q-bio]/Human health and pathology/Cardiology and cardiovascular system ,3. Good health ,Surgery ,MESH: France ,Echocardiography ,Predictive value of tests ,MESH: Echocardiography ,[SDV.IB]Life Sciences [q-bio]/Bioengineering ,France ,Cardiology and Cardiovascular Medicine ,business ,MESH: Image Interpretation, Computer-Assisted ,MESH: Equipment Design - Abstract
International audience
- Published
- 2011
39. Physical events during cryopreservation: consequences on cells’ post-thaw performance and on cryobiological protocols optimisation
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Fernanda Fonseca, Julie Meneghel, Peter Kilbride, Stéphanie Passot, John Morris, G., Génie et Microbiologie des Procédés Alimentaires (GMPA), Institut National de la Recherche Agronomique (INRA)-AgroParisTech, Asymptote, General Electric Healthcare, and European Project: 777657,H2020-EU.1.3.3. - Stimulating innovation by means of cross-fertilisation of knowledge,777657,MSCA-RISE(2018)
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[SDV]Life Sciences [q-bio] ,[SDV.IDA]Life Sciences [q-bio]/Food engineering ,cryobiological protocols optimisation ,[SPI.GPROC]Engineering Sciences [physics]/Chemical and Process Engineering ,cryopreservation ,cells’ post-thaw performance - Abstract
This work received funding from the European Union´s Horizon 2020 research and innovation programme under grant agreement No 777657; International audience; For decades, scientists have looked for the causes of cell cryoinjury so as to identify the optimum conditions for freezing and storing frozen cells. Cell dehydration and intracellular ice formation have been argued as the main mechanisms of cell damage. Maintaining the cells in a vitreous matrix below the glass transition temperature of the surrounding medium is known as a key condition for cell preservation. However, it is only in 2013 that the measurement of the intracellular glass transition of different cell types has been made possible. Moreover, the relevance of intracellular and extracellular vitrification during slow cooling of microorganisms and mammalian cells has been the subject of recent research. The physical events taking place during freezing are reviewed here, focusing on the role of the physical state of the intracellular and extracellular environments in determining the response of cells to stresses encountered during cryopreservation. The implications on cryoprotectants selection, freezing rates, and controlled cooling endpoint to be set for cell storage are discussed.
40. Physical events occurring during the cryopreservation of immortalized human T cells
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Peter Kilbride, John Morris, Julie Meneghel, Fernanda Fonseca, General Electric Healthcare, Génie et Microbiologie des Procédés Alimentaires (GMPA), Institut National de la Recherche Agronomique (INRA)-AgroParisTech, and European Project: 777657,H2020-EU.1.3.3. - Stimulating innovation by means of cross-fertilisation of knowledge,777657,MSCA-RISE(2018)
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0301 basic medicine ,T-Lymphocytes ,[SDV]Life Sciences [q-bio] ,Cell Membranes ,02 engineering and technology ,cryopreservation ,Biochemistry ,Jurkat cells ,Cryopreservation ,Jurkat Cells ,chemistry.chemical_compound ,Cryoprotective Agents ,Spectroscopy, Fourier Transform Infrared ,Vitrification ,Materials ,human T cells ,Multidisciplinary ,Calorimetry, Differential Scanning ,Physics ,Melting ,Condensed Matter Physics ,021001 nanoscience & nanotechnology ,Lipids ,Physical Sciences ,Medicine ,Cellular Structures and Organelles ,0210 nano-technology ,Glass transition ,Phase Transitions ,Intracellular ,Research Article ,Cell Physiology ,Cryoprotectant ,Cell Survival ,Amorphous Solids ,Science ,Materials Science ,Specimen Preservation ,Research and Analysis Methods ,Biophysical Phenomena ,Membrane Lipids ,Cryobiology ,03 medical and health sciences ,Differential scanning calorimetry ,Humans ,Dimethyl Sulfoxide ,Dimethyl sulfoxide ,Biology and Life Sciences ,Cell Biology ,Intracellular Membranes ,Cell Metabolism ,030104 developmental biology ,chemistry ,Specimen Preparation and Treatment ,Biophysics ,Glass - Abstract
Cryopreservation is key for delivery of cellular therapies, however the key physical and biological events during cryopreservation are poorly understood. This study explored the entire cooling range, from membrane phase transitions above 0°C to the extracellular glass transition at -123°C, including an endothermic event occurring at -47°C that we attributed to the glass transition of the intracellular compartment. An immortalised, human suspension cell line (Jurkat) was studied, using the cryoprotectant dimethyl sulfoxide. Fourier transform infrared spectroscopy was used to determine membrane phase transitions and differential scanning calorimetry to analyse glass transition events. Jurkat cells were exposed to controlled cooling followed by rapid, uncontrolled cooling to examine biological implications of the events, with post-thaw viable cell number and functionality assessed up to 72 h post-thaw. The intracellular glass transition observed at -47°C corresponded to a sharp discontinuity in biological recovery following rapid cooling. No other physical events were seen which could be related to post-thaw viability or performance significantly. Controlled cooling to at least -47°C during the cryopreservation of Jurkat cells, in the presence of dimethyl sulfoxide, will ensure an optimal post-thaw viability. Below -47°C, rapid cooling can be used. This provides an enhanced physical and biological understanding of the key events during cryopreservation and should accelerate the development of optimised cryobiological cooling protocols.
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41. Development Of A Simplified Lipid Model Of Bacterial Membrane To Investigate Specific Interactions With Oligosaccharides
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Michele Da Silva Pinto, Marie Helene Ropers, Fernanda Fonseca, Yann Gohon, Julie Meneghel, Pascale Lieben, Stéphanie Passot, Génie et Microbiologie des Procédés Alimentaires (GMPA), Institut National de la Recherche Agronomique (INRA)-AgroParisTech, Université Paris Saclay (COmUE), General Electric Healthcare, Unité de recherche sur les Biopolymères, Interactions Assemblages (BIA), Institut National de la Recherche Agronomique (INRA), Institut Jean-Pierre Bourgin (IJPB), European Project: 777657,H2020-EU.1.3.3. - Stimulating innovation by means of cross-fertilisation of knowledge,777657,MSCA-RISE(2018), and AgroParisTech-Institut National de la Recherche Agronomique (INRA)
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[SDV]Life Sciences [q-bio] ,General Biochemistry, Genetics and Molecular Biology ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,oligosaccharides ,Monolayer ,Lipid bilayer phase behavior ,Sugar ,Lipid bilayer ,Liposome ,030219 obstetrics & reproductive medicine ,biology ,Chemistry ,0402 animal and dairy science ,lipid model of bacterial membrane ,04 agricultural and veterinary sciences ,General Medicine ,biology.organism_classification ,040201 dairy & animal science ,Lactic acid ,Membrane ,Biophysics ,lipids (amino acids, peptides, and proteins) ,General Agricultural and Biological Sciences ,Bacteria - Abstract
The European PREMIUM project aims at proposing new eco-friendly strategies to preserve lactic acid bacteria (LAB). One approach considered is the development of new protective agents in order to allow the application of more aggressive drying processes than freeze-drying. Recently, oligosaccharides such as fructo-oligosaccharides and galacto-oligosaccharides have been reported as promising molecules for protecting LAB. It is generally assumed in the literature that direct interaction between membrane and protective agent is important to stabilize membrane during water removal. The ability of oligosaccharides to interact with bacterial membrane will be dependent not only on their sugar composition but also on the lipid membrane composition. The objective of this study is to develop a simplified lipid model representative of bacterial membrane to investigate the specific interaction between oligosaccharides and lipids. The membrane of two strains of lactic acid bacteria exhibiting different freezing resistances and extremely low survival to freeze-drying were fully characterized to determine lipid composition and lipid phase transition. Lipid membrane models of various level of complexity were subsequently designed: i) liposomes and monolayers from bacterial lipid extracts; ii) liposomes from lipid extracts enriched with standard lipids, and ii) liposomes and monolayers made from two standard lipids. The standard lipids were chosen in accordance with the predominant lipids present within the bacterial membrane. The biophysical properties of these models were determined using Fourier Transform Infrared spectroscopy (lipid phase transition) and Langmuir isotherms (surface pressure area isotherms). Two binary lipid models satisfactorily representing the two bacterial strains according to their biophysical properties were set up and could thus be further used to investigate specific interaction between lipid and oligosaccharides.
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42. Left atrial appendage closure guided by fusion of 3D computational modelling on real-time fluoroscopy: A multicenter experience.
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Garot P, Gall E, Zendjebil S, Cepas-Guillén P, Iriart X, Farah B, Skurk C, Gautier A, Ho CB, Bavo AM, Vaillant R, Horvilleur J, Freixa X, Saw J, and de Backer O
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- Humans, Fluoroscopy methods, Male, Female, Aged, Retrospective Studies, Aged, 80 and over, Middle Aged, Registries, Surgery, Computer-Assisted methods, Follow-Up Studies, Computer Simulation, Treatment Outcome, Left Atrial Appendage Closure, Atrial Fibrillation surgery, Atrial Fibrillation diagnostic imaging, Atrial Appendage surgery, Atrial Appendage diagnostic imaging, Imaging, Three-Dimensional methods
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Background: Patient-specific 3-dimensional (3D) computational modelling offers a tailored approach with promising results, but experience using digital-twin fusion on real-time fluoroscopy to guide left atrial appendage closure (LAAC) is unreported., Objectives: To assess whether LAAC guided by fusion of a 3D computational model on real-time fluoroscopy is safe and effective., Methods: We included retrospectively through a multicenter registry all consecutive patients with non-valvular atrial fibrillation (AF) who underwent LAAC guided by artificial intelligence (AI)-enabled computer simulations (FEops, Gent, Belgium) fusion with real-time fluoroscopy. Operators selected the appropriate device size and position in relation to the LAA using FEops HEARTguide™, and a digital twin was provided for image fusion. The primary efficacy endpoint was successful LAAC with the use of a single device, without moderate or greater peri-device leak and/or device related thrombus (DRT) on follow-up imaging. The primary safety endpoint was a composite of major procedural complications including tamponade, stroke, systemic embolism, major bleeding, and device embolization., Results: A total of 106 patients underwent LAAC with an Amulet™ or Watchman FLX™ device using CT-model-fluoroscopy fusion imaging. Device implantation was successful in 100 % of cases. The primary efficacy endpoint was met in 82 patients (89 %). A single-device SINGLE-deployment LAAC procedure was observed in 49 cases (46 %). The primary safety endpoint occurred in 2 patients (1.9 %). After a median follow-up of 405 days, two patients suffered an ischemic stroke and four expired., Conclusions: Fusion of a CT-based 3D computational model on real-time fluoroscopy is a safe and effective approach that may optimize transcatheter LAAC outcomes., Competing Interests: Declaration of competing interest P. Garot is medical director and shareholder of CERC, a CRO dedicated to cardiovascular research. He is proctor for Abbott and has received Advisory/speaker's fees from Abbott, Biosensors, Boston Scientific, Cordis, GE Healthcare, and Terumo outside the submitted work. C. Skurk has received speakers fees from Abiomed and Boston Scientific. A. Gautier has received consulting fees from Abbott, Boston Scientific, GE HealthCare, Medtronic and Terumo outside the submitted work. A.M. Bavo is an employee of FEops. R. Vaillant is an employee of General Electric HealthCare. J. Horvilleur is proctor for Abbott. X. Freixa is proctor for Abbott, Boston Scientific and Lifetech Medical. J. Saw is Consultant and Proctor for Abbott and Boston Scientific. O. De Backer has received institutional research grants and consulting fees from Abbott and Boston Scientific. The other co-authors have nothing to disclose., (Copyright © 2024. Published by Elsevier B.V.)
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- 2025
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43. Virtual MR Elastography and Multi-b-value DWI Models for Predicting Microvascular Invasion in Solitary BCLC Stage A Hepatocellular Carcinoma.
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Chen Z, Zhu Y, Wang L, Cong R, Feng B, Cai W, Liang M, Li D, Wang S, Hu M, Mi Y, Wang S, Ma X, and Zhao X
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Rationale and Objectives: To evaluate the performance of virtual MR elastography (vMRE) for predicting microvascular invasion (MVI) in Barcelona Clinic Liver Cancer (BCLC) stage A (≤ 5.0 cm) hepatocellular carcinoma (HCC) and to construct a combined nomogram based on vMRE, multi-b-value DWI models, and clinical-radiological (CR) features., Methods: Consecutive patients with suspected HCC who underwent multi-b-value DWI examinations were prospectively collected. Quantitative parameters from vMRE, mono-exponential, intravoxel incoherent motion, and diffusion kurtosis imaging models were obtained. Multivariate logistic regression was used to identify independent MVI predictors and build prediction models. A combined MRI_Score was constructed using independent quantitative parameters. A visualized nomogram was built based on significant CR features and MRI_Score. The predictive performance of quantitative parameters and models was evaluated., Results: The study included 103 patients (median age: 56 years; range: 35-70 years; 87 males and 16 females). Diffusion-based shear modulus (μ
Diff ) exhibited a predictive performance for MVI with area under the curve (AUC) of 0.735. The MRI_Score was developed employing true diffusion coefficient (D), mean kurtosis (MK), and μDiff . CR model and MRI_Score achieved AUCs of 0.787 and 0.840, respectively. The combined nomogram based on AFP, corona enhancement, tumor capsule, TTPVI, and MRI_Score significantly improved the predictive performance to an AUC of 0.931 (Delong test p < 0.05)., Conclusion: vMRE exhibited great potential for predicting MVI in BCLC stage A HCC. The combined nomogram integrating CR features, vMRE, and quantitative diffusion parameters significantly improved the predictive accuracy and could potentially assist clinicians in identifying appropriate treatment options., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 The Association of University Radiologists. Published by Elsevier Inc. All rights reserved.)- Published
- 2024
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44. Reduced neurovascular coupling of the visual network in migraine patients with aura as revealed with arterial spin labeling MRI: is there a demand-supply mismatch behind the scenes?
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Silvestro M, Esposito F, De Rosa AP, Orologio I, Trojsi F, Tartaglione L, García-Polo P, Tedeschi G, Tessitore A, Cirillo M, and Russo A
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- Humans, Adult, Female, Male, Visual Cortex diagnostic imaging, Visual Cortex physiopathology, Visual Cortex blood supply, Spin Labels, Migraine without Aura physiopathology, Migraine without Aura diagnostic imaging, Middle Aged, Young Adult, Visual Pathways diagnostic imaging, Visual Pathways physiopathology, Visual Pathways blood supply, Migraine with Aura physiopathology, Migraine with Aura diagnostic imaging, Neurovascular Coupling physiology, Magnetic Resonance Imaging methods, Cerebrovascular Circulation physiology
- Abstract
Background: Although neuroimaging investigations have consistently demonstrated that "hyperresponsive" and "hyperconnected" visual cortices may represent the functional substrate of cortical spreading depolarization in patients with migraine with aura, the mechanisms which underpin the brain "tendency" to ignite the cortical spreading depolarization and, consequently, aura phenomenon are still matter of debate. Considering that triggers able to induce aura phenomenon constrain brain to increase global (such as physical activity, stressors and sleep abnormalities) or local (such as bright light visual stimulations) energy demand, a vascular supply unable to satisfy the increased energy requirement could be hypothesized in these patients., Methods: Twenty-three patients with migraine with aura, 25 patients with migraine without aura and 20 healthy controls underwent a 3-Tesla MRI study. Cerebral blood flow and local functional connectivity (regional homogeneity) maps were obtained and registered to the MNI space where 100 cortical regions were derived using a functional local-global normative parcellation. A surrogate estimate of the regional neurovascular coupling for each subject was obtained at each parcel from the correlation coefficient between the z-scored ReHo map and the z-scored cerebral blood flow maps., Results: A significantly higher regional cerebral blood flow across the visual cortex of both hemispheres (i.e. fusiform and lingual gyri) was detected in migraine with aura patients when compared to patients with migraine without aura (p < 0.05, corrected for multiple comparisons). Concomitantly, a significantly reduced neurovascular coupling (p < 0.05, false discovery rate corrected) in the primary visual cortex parcel (VIS-4) of the large-scale visual network was observed in the left hemisphere of patients with migraine with aura (0.23±0.03), compared to both patients with migraine without aura (0.32±0.05) and healthy controls (0.29±0.05)., Conclusions: Visual cortex neurovascular "decoupling" might represent the "link" between the exposure to trigger factors and aura phenomenon ignition. While physiological vascular oversupply may compensate neurovascular demand-supply at rest, it becomes inadequate in case of increased energy demand (e.g. when patients face with trigger factors) paving the way to the aura phenomenon ignition in patients with migraine with aura. Whether preventive treatments may exert their therapeutic activity on migraine with aura restoring the energy demands and cerebral blood flow trade-off within the visual network should be further investigated., (© 2024. The Author(s).)
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- 2024
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45. Effect of Diffuse Idiopathic Skeletal Hyperostosis on the Occurrence of Thoracolumbar Vertebral Fragility Fractures at Different Ages.
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Wu Y, Ye Q, He D, Wei Y, Pan Y, and Wang Y
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Study Design: Retrospective Case control Study., Objectives: To analyze the effect of diffuse idiopathic skeletal hyperostosis (DISH) on the occurrence of new thoracolumbar vertebral fragility fractures (VFFs) at different ages., Methods: A retrospective analysis of 564 patients, including 189 patients who presented with new-onset thoracolumbar VFFs and 375 patients without spinal fractures, was performed in 4 age groups (50-59 years, 60-69 years, 70-79 years, and 80+ years). DISH was diagnosed based on computed tomography findings, and the Mata score of each disc space level combined with the maximum number of consecutive ossified segments (MNCOS) for each patient was recorded. Data were compared between the fracture and control groups, and odds ratios (ORs) were calculated for each of the 4 age groups using logistic regression., Results: Both the crude ORs and the adjusted ORs of DISH for VFFs decreased with age, with statistical significance shown in the 50-59 years group (crude OR = 4.373, P = 0.017; adjusted OR = 7.111, P = 0.009) and the 80+ years group (crude OR = 0.462, P = 0.018; adjusted OR = 0.495, P = 0.045). The Mata scores and the MNCOS were significant risk factors for VFFs ( P < 0.05) in the 50-59 years group, but they were protective factors in the 80+ years group, which was more significant in the T11/12-L5/S1 subsegment., Conclusions: The effect of DISH on the occurrence of thoracolumbar VFFs is complex, and in patients above 50 years, it changes from a risk factor to a protective factor with increasing age., Competing Interests: Declaration of Conflicting InterestsThe author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
- Published
- 2024
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46. Demystifying the effect of receptive field size in U-Net models for medical image segmentation.
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Loos V, Pardasani R, and Awasthi N
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Purpose: Medical image segmentation is a critical task in healthcare applications, and U-Nets have demonstrated promising results in this domain. We delve into the understudied aspect of receptive field (RF) size and its impact on the U-Net and attention U-Net architectures used for medical imaging segmentation., Approach: We explore several critical elements including the relationship among RF size, characteristics of the region of interest, and model performance, as well as the balance between RF size and computational costs for U-Net and attention U-Net methods for different datasets. We also propose a mathematical notation for representing the theoretical receptive field (TRF) of a given layer in a network and propose two new metrics, namely, the effective receptive field (ERF) rate and the object rate, to quantify the fraction of significantly contributing pixels within the ERF against the TRF area and assessing the relative size of the segmentation object compared with the TRF size, respectively., Results: The results demonstrate that there exists an optimal TRF size that successfully strikes a balance between capturing a wider global context and maintaining computational efficiency, thereby optimizing model performance. Interestingly, a distinct correlation is observed between the data complexity and the required TRF size; segmentation based solely on contrast achieved peak performance even with smaller TRF sizes, whereas more complex segmentation tasks necessitated larger TRFs. Attention U-Net models consistently outperformed their U-Net counterparts, highlighting the value of attention mechanisms regardless of TRF size., Conclusions: These insights present an invaluable resource for developing more efficient U-Net-based architectures for medical imaging and pave the way for future exploration of other segmentation architectures. A tool is also developed, which calculates the TRF for a U-Net (and attention U-Net) model and also suggests an appropriate TRF size for a given model and dataset., (© 2024 The Authors.)
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- 2024
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47. 3D Quantitative-Amplified Magnetic Resonance Imaging (3D q-aMRI).
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Terem I, Younes K, Wang N, Condron P, Abderezaei J, Kumar H, Vossler H, Kwon E, Kurt M, Mormino E, Holdsworth S, and Setsompop K
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Amplified MRI (aMRI) is a promising new technique that can visualize pulsatile brain tissue motion by amplifying sub-voxel motion in cine MRI data, but it lacks the ability to quantify the sub-voxel motion field in physical units. Here, we introduce a novel post-processing algorithm called 3D quantitative amplified MRI (3D q-aMRI). This algorithm enables the visualization and quantification of pulsatile brain motion. 3D q-aMRI was validated and optimized on a 3D digital phantom and was applied in vivo on healthy volunteers for its ability to accurately measure brain parenchyma and CSF voxel displacement. Simulation results show that 3D q-aMRI can accurately quantify sub-voxel motions in the order of 0.01 of a voxel size. The algorithm hyperparameters were optimized and tested on in vivo data. The repeatability and reproducibility of 3D q-aMRI were shown on six healthy volunteers. The voxel displacement field extracted by 3D q-aMRI is highly correlated with the displacement measurements estimated by phase contrast (PC) MRI. In addition, the voxel displacement profile through the cerebral aqueduct resembled the CSF flow profile reported in previous literature. Differences in brain motion was observed in patients with dementia compared with age-matched healthy controls. In summary, 3D q-aMRI is a promising new technique that can both visualize and quantify pulsatile brain motion. Its ability to accurately quantify sub-voxel motion in physical units holds potential for the assessment of pulsatile brain motion as well as the indirect assessment of CSF homeostasis. While further research is warranted, 3D q-aMRI may provide important diagnostic information for neurological disorders such as Alzheimer's disease.
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- 2024
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48. Association Between MRI Radiomics and Intratumoral Tertiary Lymphoid Structures in Intrahepatic Cholangiocarcinoma and Its Prognostic Significance.
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Xu Y, Li Z, Yang Y, Zhang Y, Li L, Zhou Y, Ouyang J, Huang Z, Wang S, Xie L, Ye F, Zhou J, Ying J, Zhao H, and Zhao X
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- Humans, Male, Female, Middle Aged, Retrospective Studies, Prognosis, Aged, Adult, ROC Curve, Image Processing, Computer-Assisted methods, Reproducibility of Results, Radiomics, Cholangiocarcinoma diagnostic imaging, Bile Duct Neoplasms diagnostic imaging, Magnetic Resonance Imaging methods, Tertiary Lymphoid Structures diagnostic imaging
- Abstract
Background: Tertiary lymphoid structures (TLSs) have prognostic value in intrahepatic cholangiocarcinoma (ICC) patients. Noninvasive tool to preoperatively evaluate TLSs is still lacking., Purpose: To explore the association between TLSs status of ICC and preoperative MRI radiomics analysis., Study Type: Retrospective., Subjects: One hundred and ninety-two patients with ICC, divided into training (T = 105), internal validation groups (V1 = 46), and external validation group (V2 = 41)., Sequence: Coronal and axial single-shot fast spin-echo T2-weighted, diffusion-weighted imaging, T1-weighted, and T1WI fat-suppressed spoiled gradient-recall echo LAVA sequence at 3.0 T., Assessment: The VOIs were drawn manually within the visible borders of the tumors using ITK-SNAP version 3.8.0 software in the axial T2WI, DWI, and portal vein phase sequences. Radiomics features were subjected to least absolute shrinkage and selection operator regression to select the associated features of TLSs and construct the radiomics model. Univariate and multivariate analyses were used to identify the clinical radiological variables associated with TLSs. The performances were evaluated by the area under the receiver operator characteristic curve (AUC)., Statistical Tests: Logistic regression analysis, ROC and AUC, Hosmer-Lemeshow test, Kaplan-Meier method with the log-rank test, calibration curves, and decision curve analysis. P < 0.05 was considered statistically significant., Results: The AUCs of arterial phase diffuse hyperenhancement were 0.59 (95% confidence interval [CI], 0.50-0.67), 0.52 (95% CI, 0.43-0.61), and 0.66 (95% CI, 0.52-0.80) in the T, V1, and V2 cohorts. The AUCs of Rad-score were 0.85 (95% CI, 0.77-0.92), 0.81 (95% CI, 0.67-0.94), and 0.84 (95% CI, 0.71-0.96) in the T, V1, and V2 cohorts, respectively. In cohort T, low-risk group showed significantly better median recurrence-free survival (RFS) than that of the high-risk group, which was also confirmed in cohort V1 and V2., Data Conclusion: A preoperative MRI radiomics signature is associated with the intratumoral TLSs status of ICC patients and correlate significantly with RFS., Level of Evidence: 3 TECHNICAL EFFICACY: Stage 2., (© 2023 International Society for Magnetic Resonance in Medicine.)
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- 2024
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49. Bi-regional dynamic contrast-enhanced MRI for prediction of microvascular invasion in solitary BCLC stage A hepatocellular carcinoma.
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Zhu Y, Feng B, Wang P, Wang B, Cai W, Wang S, Meng X, Wang S, Zhao X, and Ma X
- Abstract
Objectives: To construct a combined model based on bi-regional quantitative dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI), as well as clinical-radiological (CR) features for predicting microvascular invasion (MVI) in solitary Barcelona Clinic Liver Cancer (BCLC) stage A hepatocellular carcinoma (HCC), and to assess its ability for stratifying the risk of recurrence after hepatectomy., Methods: Patients with solitary BCLC stage A HCC were prospective collected and randomly divided into training and validation sets. DCE perfusion parameters were obtained both in intra-tumoral region (ITR) and peritumoral region (PTR). Combined DCE perfusion parameters (C
DCE ) were constructed to predict MVI. The combined model incorporating CDCE and CR features was developed and evaluated. Kaplan-Meier method was used to investigate the prognostic significance of the model and the survival benefits of different hepatectomy approaches., Results: A total of 133 patients were included. Total blood flow in ITR and arterial fraction in PTR exhibited the best predictive performance for MVI with areas under the curve (AUCs) of 0.790 and 0.792, respectively. CDCE achieved AUCs of 0.868 (training set) and 0.857 (validation set). A combined model integrated with the α-fetoprotein, corona enhancement, two-trait predictor of venous invasion, and CDCE could improve the discrimination ability to AUCs of 0.966 (training set) and 0.937 (validation set). The combined model could stratify the prognosis of HCC patients. Anatomical resection was associated with a better prognosis in the high-risk group (p < 0.05)., Conclusion: The combined model integrating DCE perfusion parameters and CR features could be used for MVI prediction in HCC patients and assist clinical decision-making., Critical Relevance Statement: The combined model incorporating bi-regional DCE-MRI perfusion parameters and CR features predicted MVI preoperatively, which could stratify the risk of recurrence and aid in optimizing treatment strategies., Key Points: Microvascular invasion (MVI) is a significant predictor of prognosis for hepatocellular carcinoma (HCC). Quantitative DCE-MRI could predict MVI in solitary BCLC stage A HCC; the combined model improved performance. The combined model could help stratify the risk of recurrence and aid treatment planning., (© 2024. The Author(s).)- Published
- 2024
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50. Shoulder Bone Segmentation with DeepLab and U-Net.
- Author
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Carl M, Lall K, Pai D, Chang E, Statum S, Brau A, Chung CB, Fung M, and Bae WC
- Abstract
Evaluation of 3D bone morphology of the glenohumeral joint is necessary for pre-surgical planning. Zero echo time (ZTE) magnetic resonance imaging (MRI) provides excellent bone contrast and can potentially be used in place of computed tomography. Segmentation of shoulder anatomy, particularly humeral head and acetabulum, is needed for detailed assessment of each anatomy and for pre-surgical preparation. In this study we compared performance of two popular deep learning models based on Google's DeepLab and U-Net to perform automated segmentation on ZTE MRI of human shoulders. Axial ZTE images of normal shoulders (n=31) acquired at 3-Tesla were annotated for training with a DeepLab and 2D U-Net, and the trained model was validated with testing data (n=13). While both models showed visually satisfactory results for segmenting the humeral bone, U-Net slightly over-estimated while DeepLab under-estimated the segmented area compared to the ground truth. Testing accuracy quantified by Dice score was significantly higher (p<0.05) for U-Net (88%) than DeepLab (81%) for the humeral segmentation. We have also implemented the U-Net model onto an MRI console for a push-button DL segmentation processing. Although this is an early work with limitations, our approach has the potential to improve shoulder MR evaluation hindered by manual post-processing and may provide clinical benefit for quickly visualizing bones of the glenohumeral joint., Competing Interests: Conflicts of Interest: This work was funded by a research grant from General Electric Healthcare. Drs. Carl, Brau, and Fung are employees of General Electric Healthcare.
- Published
- 2024
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