41 results on '"Manuela França"'
Search Results
2. Organizing pneumonia secondary to amiodarone treatment
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João Gomes Carvalho, Catarina Fernandes, and Manuela França
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CT ,Organizing pneumonia ,Amiodarone ,Science (General) ,Q1-390 ,Social sciences (General) ,H1-99 - Abstract
Amiodarone is a widely prescribed antiarrhythmic drug with a relatively high incidence of adverse effects associated with its long-term oral use. Pulmonary toxicity may manifest as organizing pneumonia, which responds well to amiodarone discontinuation and corticosteroid treatment. We present a case of an organizing pneumonia secondary to amiodarone treatment, discuss the diagnostic approach and provide tips for an accurate diagnosis based on imaging findings. A brief literature review is performed.
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- 2022
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3. Pneumatosis cystoides intestinalis – an incidental finding with unpredictable evolution
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Marisa D. Santos, Cláudio Silva, Ana Cristina Silva, Marta Salgado, and Manuela França
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Diseases of the digestive system. Gastroenterology ,RC799-869 - Abstract
Pneumatosis cystoides intestinalis is an uncommon disease with unknown etiology characterized by the presence of multiple gas-filled cysts within the submucosa or subserosa of the intestinal wall. Pneumoperitoneum and/or intestinal perforation are complications that may be associated with pneumatosis cystoides intestinalis. The patients are often prone to misdiagnosis or mistreatment.We are presenting a case of pneumatosis cystoides intestinalis in a 42 year-old woman affected by peritoneal free air and numerous, diffuse, bubble-like intramural gas collections into the jejunum and ileum, showed in CT-enterography images. The woman had a carcinoid tumor located in jejunum two years ago, treated with enterectomy. Recent complaints of nonspecific symptoms of abdominal discomfort and diarrhea motivated the realization of CT scan, serum chromogranin and urine 5-hidroxindolacetic acid for hypothesis of tumor carcinoid recurrence withdraw. The only change found was the presence of pneumatosis cystoides intestinalis in CT-enterography images without intestinal necrosis, bleeding or evident obstruction. For that reason no surgical procedure was realized and the patient stayed on surveillance. Actually, the patient complaints are sporadic abdominal discomfort, without pneumatosis cystoides intestinalis clinical evidence. Conclusion: The treatment plan of patient with PCI depends on underlying cause and clinical condition severity. When conservative treatment is adopted the clinical evolution of pneumatosis cystoides intestinalis is unpredictable and can even disappear in an indeterminate number of patients. Resumo: A pneumatose cistoide intestinal é uma doença incomum, de etiologia desconhecida, caracterizada pela presença de múltiplos cistos preenchidos com gás na submucosa ou subserosa da parede intestinal. O pneumoperitoneu e/ou a perfuração intestinal são complicações que podem estar associadas à pneumatose cistoide intestinal. Os pacientes geralmente estão sujeitos a erros de diagnóstico ou de tratamento.Apresentamos um caso de pneumatose cistoide intestinal em paciente do sexo feminino, 42 anos de idade, com ar livre peritoneal e numerosas coleções gasosas intramurais, difusas e semelhantes a bolhas no jejuno e íleo, visualizados em imagens de enterografia por tomografia computadorizada (TC). Há dois anos, a paciente teve um tumor carcinoide localizado no jejuno que foi tratado com enterectomia. As queixas recentes de sintomas inespecíficos, desconforto abdominal e diarreia motivaram a realização da TC e exame de cromogranina sérica e ácido 5-hidroxindolacético na urina para excluir a hipótese de recorrência do tumor carcinoide. A única alteração encontrada foi a presença de pneumatose cistoide intestinal em imagens de enterografia por TC sem necrose intestinal, sangramento ou obstrução evidente. Por esse motivo, nenhum procedimento cirúrgico foi realizado, e a paciente permaneceu em observação. Atualmente, a queixa da paciente é de desconforto abdominal esporádico, sem evidência clínica de pneumatose cistoide intestinal. Conclusão: O plano de tratamento de pacientes com PCI depende da causa subjacente e da gravidade da condição clínica. Quando o tratamento conservador é adotado, a evolução clínica da pneumatose cistoide intestinal é imprevisível e pode até desaparecer em alguns pacientes. Keywords: Pneumatosis cystoides intestinalis, Pneumoperitoneum, Bowel dilatation, Intestinal cysts, Extra-luminal gas, Palavras-chave: Pneumatose cistoide intestinal, Pneumoperitoneu, Dilatação intestinal, Cistos intestinais, Gás extraluminal
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- 2020
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4. CHAIMELEON Project: Creation of a Pan-European Repository of Health Imaging Data for the Development of AI-Powered Cancer Management Tools
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Luis Martí Bonmatí, Ana Miguel, Amelia Suárez, Mario Aznar, Jean Paul Beregi, Laure Fournier, Emanuele Neri, Andrea Laghi, Manuela França, Francesco Sardanelli, Tobias Penzkofer, Phillipe Lambin, Ignacio Blanquer, Marion I. Menzel, Karine Seymour, Sergio Figueiras, Katharina Krischak, Ricard Martínez, Yisroel Mirsky, Guang Yang, and Ángel Alberich-Bayarri
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radiology ,artificial intelligence-AI ,cancer imaging ,cancer management ,quantitative imaging biomarkers ,image harmonization ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
The CHAIMELEON project aims to set up a pan-European repository of health imaging data, tools and methodologies, with the ambition to set a standard and provide resources for future AI experimentation for cancer management. The project is a 4 year long, EU-funded project tackling some of the most ambitious research in the fields of biomedical imaging, artificial intelligence and cancer treatment, addressing the four types of cancer that currently have the highest prevalence worldwide: lung, breast, prostate and colorectal. To allow this, clinical partners and external collaborators will populate the repository with multimodality (MR, CT, PET/CT) imaging and related clinical data. Subsequently, AI developers will enable a multimodal analytical data engine facilitating the interpretation, extraction and exploitation of the information stored at the repository. The development and implementation of AI-powered pipelines will enable advancement towards automating data deidentification, curation, annotation, integrity securing and image harmonization. By the end of the project, the usability and performance of the repository as a tool fostering AI experimentation will be technically validated, including a validation subphase by world-class European AI developers, participating in Open Challenges to the AI Community. Upon successful validation of the repository, a set of selected AI tools will undergo early in-silico validation in observational clinical studies coordinated by leading experts in the partner hospitals. Tool performance will be assessed, including external independent validation on hallmark clinical decisions in response to some of the currently most important clinical end points in cancer. The project brings together a consortium of 18 European partners including hospitals, universities, R&D centers and private research companies, constituting an ecosystem of infrastructures, biobanks, AI/in-silico experimentation and cloud computing technologies in oncology.
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- 2022
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5. Estimating COVID-19 Pneumonia Extent and Severity From Chest Computed Tomography
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Alysson Roncally Silva Carvalho, Alan Guimarães, Thiego de Souza Oliveira Garcia, Gabriel Madeira Werberich, Victor Fraga Ceotto, Fernando Augusto Bozza, Rosana Souza Rodrigues, Joana Sofia F. Pinto, Willian Rebouças Schmitt, Walter Araujo Zin, and Manuela França
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computed tomography ,COVID-19 ,deep learning ,CT-estimated lung volume ,CT-estimated lung weight ,Physiology ,QP1-981 - Abstract
BackgroundCOVID-19 pneumonia extension is assessed by computed tomography (CT) with the ratio between the volume of abnormal pulmonary opacities (PO) and CT-estimated lung volume (CTLV). CT-estimated lung weight (CTLW) also correlates with pneumonia severity. However, both CTLV and CTLW depend on demographic and anthropometric variables.PurposesTo estimate the extent and severity of COVID-19 pneumonia adjusting the volume and weight of abnormal PO to the predicted CTLV (pCTLV) and CTLW (pCTLW), respectively, and to evaluate their possible association with clinical and radiological outcomes.MethodsChest CT from 103 COVID-19 and 86 healthy subjects were examined retrospectively. In controls, predictive equations for estimating pCTLV and pCTLW were assessed. COVID-19 pneumonia extent and severity were then defined as the ratio between the volume and the weight of abnormal PO expressed as a percentage of the pCTLV and pCTLW, respectively. A ROC analysis was used to test differential diagnosis ability of the proposed method in COVID-19 and controls. The degree of pneumonia extent and severity was assessed with Z-scores relative to the average volume and weight of PO in controls. Accordingly, COVID-19 patients were classified as with limited, moderate and diffuse pneumonia extent and as with mild, moderate and severe pneumonia severity.ResultsIn controls, CTLV could be predicted by sex and height (adjusted R2 = 0.57; P < 0.001) while CTLW by age, sex, and height (adjusted R2 = 0.6; P < 0.001). The cutoff of 20% (AUC = 0.91, 95%CI 0.88–0.93) for pneumonia extent and of 50% (AUC = 0.91, 95%CI 0.89–0.92) for pneumonia severity were obtained. Pneumonia extent were better correlated when expressed as a percentage of the pCTLV and pCTLW (r = 0.85, P < 0.001), respectively. COVID-19 patients with diffuse and severe pneumonia at admission presented significantly higher CRP concentration, intra-hospital mortality, ICU stay and ventilatory support necessity, than those with moderate and limited/mild pneumonia. Moreover, pneumonia severity, but not extent, was positively and moderately correlated with age (r = 0.46) and CRP concentration (r = 0.44).ConclusionThe proposed estimation of COVID-19 pneumonia extent and severity might be useful for clinical and radiological patient stratification.
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- 2021
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6. COVID-19 Chest Computed Tomography to Stratify Severity and Disease Extension by Artificial Neural Network Computer-Aided Diagnosis
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Alysson Roncally S. Carvalho, Alan Guimarães, Gabriel Madeira Werberich, Stephane Nery de Castro, Joana Sofia F. Pinto, Willian Rebouças Schmitt, Manuela França, Fernando Augusto Bozza, Bruno Leonardo da Silva Guimarães, Walter Araujo Zin, and Rosana Souza Rodrigues
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COVID-19 pneumonia ,radiomics ,computer-aided diagnosis ,deep learning ,quantitative chest CT-analysis ,Medicine (General) ,R5-920 - Abstract
Purpose: This work aims to develop a computer-aided diagnosis (CAD) to quantify the extent of pulmonary involvement (PI) in COVID-19 as well as the radiological patterns referred to as lung opacities in chest computer tomography (CT).Methods: One hundred thirty subjects with COVID-19 pneumonia who underwent chest CT at hospital admission were retrospectively studied (141 sets of CT scan images). Eighty-eight healthy individuals without radiological evidence of acute lung disease served as controls. Two radiologists selected up to four regions of interest (ROI) per patient (totaling 1,475 ROIs) visually regarded as well-aerated regions (472), ground-glass opacity (GGO, 413), crazy paving and linear opacities (CP/LO, 340), and consolidation (250). After balancing with 250 ROIs for each class, the density quantiles (2.5, 25, 50, 75, and 97.5%) of 1,000 ROIs were used to train (700), validate (150), and test (150 ROIs) an artificial neural network (ANN) classifier (60 neurons in a single-hidden-layer architecture). Pulmonary involvement was defined as the sum of GGO, CP/LO, and consolidation volumes divided by total lung volume (TLV), and the cutoff of normality between controls and COVID-19 patients was determined with a receiver operator characteristic (ROC) curve. The severity of pulmonary involvement in COVID-19 patients was also assessed by calculating Z scores relative to the average volume of parenchymal opacities in controls. Thus, COVID-19 cases were classified as mild (
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- 2020
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7. Anomalous pulmonary venous connection: An underestimated entity
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Sara P. Magalhães, Nuno Moreno, Marília Loureiro, Manuela França, Fernanda Reis, Sílvia Alvares, and Manuel Ribeiro
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Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Anomalous pulmonary venous connection is an uncommon congenital anomaly in which all (total form) or some (partial form) pulmonary veins drain into a systemic vein or into the right atrium rather than into the left atrium.The authors present one case of total anomalous pulmonary venous connection and two cases of partial anomalous pulmonary venous connection, one of supracardiac drainage into the brachiocephalic vein, and the other of infracardiac anomalous venous drainage (scimitar syndrome).Through the presentation of these cases, this article aims to review the main pulmonary venous developmental defects, highlighting the role of imaging techniques in the assessment of these anomalies. Resumo: A conexão anómala das veias pulmonares é uma anomalia congénita rara na qual todas as veias pulmonares (forma total) ou algumas (forma parcial) drenam numa veia sistémica ou na aurícula direita, em vez da aurícula esquerda.Os autores apresentam um caso de conexão anómala total das veias pulmonares e dois casos de retorno anómalo parcial das veias pulmonares, uma drenagem supracardíaca ao nivel da veia braquiocefálica e uma infracardíaca (síndrome da cimitarra).Através da apresentação destes casos, este artigo pretende fazer uma revisão dos principais defeitos do desenvolvimento venoso pulmonar e realçar a importância das técnicas de imagem na avaliação destas anomalias. Keywords: Anomalous pulmonary venous connection, Congenital anomaly, Scimitar syndrome, Palavras-chave: Conexão anómala das veias pulmonares, Anomalia congénita, Síndrome de cimitarra
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- 2016
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8. CT volumetry performs better than nuclear renography in predicting estimated renal function one year after living donation
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Manuela Almeida, Pedro R. Pereira, Miguel Ramos, Diogo Carneiro, Mariana Mandaleno, Filipa Silva, Sofia Pedroso, Manuela França, La Salete Martins, and Jorge Malheiro
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Nephrology ,Urology - Abstract
The evaluation of split renal function (SRF) is a critical issue in living kidney donations and can be evaluated using nuclear renography (NR) or computerized tomography (CT), with unclear comparative advantages. We conducted this retrospective study in 193 donors to examine the correlation of SRF assessed by NR and CT volumetry and compared their ability to predict remaining donor renal function at 1 year, through multiple approaches. A weak correlation between imaging techniques for evaluating the percentage of the remaining kidney volume was found in the global cohort, with an R2 = 0.15. However, the Bland–Altman plot showed an acceptable agreement (95% of the difference between techniques falling within − 8.51 to 6.11%). The predicted and observed eGFR one year after donation were calculated using the CKD-EPI, and CG/BSA equations. CT volume showed a better correlation than NR for both formulas (adjusted R2 of 0.42. and 0.61 vs 0.37 and 0.61 for CKD-EPI and CG/ BSA equations, respectively). In non-nested modeling tests, CT volumetry was significantly superior to NR for both equations. CT volumetry performed better than NR in predicting the estimated renal function of living donors at 1-year, independently from the eGFR equation.
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- 2022
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9. Quantification of Liver Iron Overload with MRI: Review and Guidelines from the ESGAR and SAR
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Scott B. Reeder, Takeshi Yokoo, Manuela França, Diego Hernando, Ángel Alberich-Bayarri, José María Alústiza, Yves Gandon, Benjamin Henninger, Claudia Hillenbrand, Kartik Jhaveri, Musturay Karçaaltıncaba, Jens-Peter Kühn, Amirkasra Mojtahed, Suraj D. Serai, Richard Ward, John C. Wood, Jin Yamamura, Luis Martí-Bonmatí, University of Wisconsin-Madison, Université de Rennes (UR), and CHU Pontchaillou [Rennes]
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[PHYS]Physics [physics] ,Radiology, Nuclear Medicine and imaging - Abstract
International audience; Accumulation of excess iron in the body, or systemic iron overload, results from a variety of causes. The concentration of iron in the liver is linearly related to the total body iron stores and, for this reason, quantification of liver iron concentration (LIC) is widely regarded as the best surrogate to assess total body iron. Historically assessed using biopsy, there is a clear need for noninvasive quantitative imaging biomarkers of LIC. MRI is highly sensitive to the presence of tissue iron and has been increasingly adopted as a noninvasive alternative to biopsy for detection, severity grading, and treatment monitoring in patients with known or suspected iron overload. Multiple MRI strategies have been developed in the past 2 decades, based on both gradient-echo and spin-echo imaging, including signal intensity ratio and relaxometry strategies. However, there is a general lack of consensus regarding the appropriate use of these methods. The overall goal of this article is to summarize the current state of the art in the clinical use of MRI to quantify liver iron content and to assess the overall level of evidence of these various methods. Based on this summary, expert consensus panel recommendations on best practices for MRI-based quantification of liver iron are provided.
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- 2023
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10. Precise whole liver automatic segmentation and quantification of PDFF and R2* on MR images
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Angel Alberich-Bayarri, Rafael López-González, Manuela França, David Martí-Aguado, Luis Martí-Bonmatí, Ana Jimenez-Pastor, Rodrigo San Martin Bachmann, and Juan Mazzucco
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Scanner ,medicine.medical_specialty ,Overfitting ,Convolutional neural network ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Sørensen–Dice coefficient ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Segmentation ,Retrospective Studies ,Reproducibility ,medicine.diagnostic_test ,business.industry ,Deep learning ,Reproducibility of Results ,Magnetic resonance imaging ,Pattern recognition ,General Medicine ,Magnetic Resonance Imaging ,Liver ,030220 oncology & carcinogenesis ,Artificial intelligence ,Radiology ,Protons ,business - Abstract
To automate the segmentation of whole liver parenchyma on multi-echo chemical shift encoded (MECSE) MR examinations using convolutional neural networks (CNNs) to seamlessly quantify precise organ-related imaging biomarkers such as the fat fraction and iron load. A retrospective multicenter collection of 183 MECSE liver MR examinations was conducted. An encoder-decoder CNN was trained (107 studies) following a 5-fold cross-validation strategy to improve the model performance and ensure lack of overfitting. Proton density fat fraction (PDFF) and R2* were quantified on both manual and CNN segmentation masks. Different metrics were used to evaluate the CNN performance over both unseen internal (46 studies) and external (29 studies) validation datasets to analyze reproducibility. The internal test showed excellent results for the automatic segmentation with a dice coefficient (DC) of 0.93 ± 0.03 and high correlation between the quantification done with the predicted mask and the manual segmentation (rPDFF = 1 and rR2* = 1; p values < 0.001). The external validation was also excellent with a different vendor but the same magnetic field strength, proving the generalization of the model to other manufacturers with DC of 0.94 ± 0.02. Results were lower for the 1.5-T MR same vendor scanner with DC of 0.87 ± 0.06. Both external validations showed high correlation in the quantification (rPDFF = 1 and rR2* = 1; p values < 0.001). In both internal and external validation datasets, the relative error for the PDFF and R2* quantification was below 4% and 1% respectively. Liver parenchyma can be accurately segmented with CNN in a vendor-neutral virtual approach, allowing to obtain reproducible automatic whole organ virtual biopsies. • Whole liver parenchyma can be automatically segmented using convolutional neural networks. • Deep learning allows the creation of automatic pipelines for the precise quantification of liver-related imaging biomarkers such as PDFF and R2*. • MR “virtual biopsy” can become a fast and automatic procedure for the assessment of chronic diffuse liver diseases in clinical practice.
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- 2021
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11. Cuantificación por resonancia magnética de esteatosis hepática y pancreática en hepatopatía crónica
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João Amorim, J. Vieira, Manuela França, Luis Martí-Bonmatí, and Angel Alberich-Bayarri
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03 medical and health sciences ,0302 clinical medicine ,030211 gastroenterology & hepatology ,Radiology, Nuclear Medicine and imaging ,030218 nuclear medicine & medical imaging ,3. Good health - Abstract
Resumen Objetivo Comparar la esteatosis pancreatica y hepatica mediante la determinacion de la fraccion de grasa por densidad protonica (FGDP) por resonancia magnetica (RM) en pacientes con enfermedad hepatica cronica. Material y metodos Estudio transversal de 46 pacientes adultos con biopsia hepatica por hepatitis viral cronica (n = 19) o por enfermedad hepatica cronica no alcoholica (EHNA) (n = 27). La biopsia de higado se utilizo como referencia para la gradacion de la esteatosis hepatica. Todos los pacientes se sometieron a valoracion clinica y estudio de RM con una secuencia eco de gradiente codificado por desplazamiento quimico con multiples ecos (MECSE) para la cuantificacion de la FGDP en higado y pancreas. Se utilizo el coeficiente de correlacion de Spearman para calcular el grado de asociacion entre la FGDP hepatica y los grados de esteatosis por biopsia, y entre la FGDP pancreatica y la afectacion hepatica (grados de esteatosis y FGDP). El T-test se realizo para comparar variables continuas/ordinales en los grupos de hepatitis viral cronica y EHNA. Las variables categoricas se evaluaron mediante la prueba de χ. Resultados Se observo una correlacion significativa entre la FGDP hepatica y los grados de esteatosis (Rs = 0,875, p Conclusion El deposito de grasa pancreatica se correlaciona con la esteatosis hepatica en pacientes con EHNA cronica. Esta relacion se pierde en los pacientes con hepatitis viral cronica.
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- 2020
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12. Pneumatosis cystoides intestinalis – an incidental finding with unpredictable evolution
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Manuela França, Ana Cristina Silva, Marisa D. Santos, Marta Salgado, and Cláudio Ernani Mendes Da Silva
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medicine.medical_specialty ,business.industry ,Perforation (oil well) ,Gastroenterology ,Ileum ,RC799-869 ,Diseases of the digestive system. Gastroenterology ,medicine.disease ,Jejunum ,03 medical and health sciences ,Diarrhea ,0302 clinical medicine ,medicine.anatomical_structure ,Pneumoperitoneum ,030220 oncology & carcinogenesis ,Internal medicine ,Submucosa ,Pneumatosis Cystoides Intestinalis ,Etiology ,Medicine ,030211 gastroenterology & hepatology ,medicine.symptom ,business - Abstract
Pneumatosis cystoides intestinalis is an uncommon disease with unknown etiology characterized by the presence of multiple gas-filled cysts within the submucosa or subserosa of the intestinal wall. Pneumoperitoneum and/or intestinal perforation are complications that may be associated with pneumatosis cystoides intestinalis. The patients are often prone to misdiagnosis or mistreatment.We are presenting a case of pneumatosis cystoides intestinalis in a 42 year-old woman affected by peritoneal free air and numerous, diffuse, bubble-like intramural gas collections into the jejunum and ileum, showed in CT-enterography images. The woman had a carcinoid tumor located in jejunum two years ago, treated with enterectomy. Recent complaints of nonspecific symptoms of abdominal discomfort and diarrhea motivated the realization of CT scan, serum chromogranin and urine 5-hidroxindolacetic acid for hypothesis of tumor carcinoid recurrence withdraw. The only change found was the presence of pneumatosis cystoides intestinalis in CT-enterography images without intestinal necrosis, bleeding or evident obstruction. For that reason no surgical procedure was realized and the patient stayed on surveillance. Actually, the patient complaints are sporadic abdominal discomfort, without pneumatosis cystoides intestinalis clinical evidence. Conclusion: The treatment plan of patient with PCI depends on underlying cause and clinical condition severity. When conservative treatment is adopted the clinical evolution of pneumatosis cystoides intestinalis is unpredictable and can even disappear in an indeterminate number of patients. Resumo: A pneumatose cistoide intestinal é uma doença incomum, de etiologia desconhecida, caracterizada pela presença de múltiplos cistos preenchidos com gás na submucosa ou subserosa da parede intestinal. O pneumoperitoneu e/ou a perfuração intestinal são complicações que podem estar associadas à pneumatose cistoide intestinal. Os pacientes geralmente estão sujeitos a erros de diagnóstico ou de tratamento.Apresentamos um caso de pneumatose cistoide intestinal em paciente do sexo feminino, 42 anos de idade, com ar livre peritoneal e numerosas coleções gasosas intramurais, difusas e semelhantes a bolhas no jejuno e íleo, visualizados em imagens de enterografia por tomografia computadorizada (TC). Há dois anos, a paciente teve um tumor carcinoide localizado no jejuno que foi tratado com enterectomia. As queixas recentes de sintomas inespecíficos, desconforto abdominal e diarreia motivaram a realização da TC e exame de cromogranina sérica e ácido 5-hidroxindolacético na urina para excluir a hipótese de recorrência do tumor carcinoide. A única alteração encontrada foi a presença de pneumatose cistoide intestinal em imagens de enterografia por TC sem necrose intestinal, sangramento ou obstrução evidente. Por esse motivo, nenhum procedimento cirúrgico foi realizado, e a paciente permaneceu em observação. Atualmente, a queixa da paciente é de desconforto abdominal esporádico, sem evidência clínica de pneumatose cistoide intestinal. Conclusão: O plano de tratamento de pacientes com PCI depende da causa subjacente e da gravidade da condição clínica. Quando o tratamento conservador é adotado, a evolução clínica da pneumatose cistoide intestinal é imprevisível e pode até desaparecer em alguns pacientes. Keywords: Pneumatosis cystoides intestinalis, Pneumoperitoneum, Bowel dilatation, Intestinal cysts, Extra-luminal gas, Palavras-chave: Pneumatose cistoide intestinal, Pneumoperitoneu, Dilatação intestinal, Cistos intestinais, Gás extraluminal
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- 2020
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13. Hepatocellular Carcinoma and Treatment Response: A Retrospective Study in Patients submitted to TACE
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Pinto, Ana Catarina Teixeira Martins, Amorim, João Filipe Pinheiro De, Carvalho, João Gomes, and Oliveira, Maria Manuela França
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Objetivo: O objetivo do estudo é estabelecer biomarcadores de resposta tumoral no carcinoma hepatocelular (CHC) após a quimioembolização transarterial (TACE), de forma a melhorar a seleção de doentes. Metodologia: Este estudo retrospetivo incluiu 47 doentes com diagnóstico clínico de CHC que realizaram TACE entre janeiro de 2016 e dezembro de 2017 num hospital terciário. O tempo de estudo foi definido entre a última TC antes da primeira TACE efetuada, e a realização de TC/RM após o procedimento, para avaliação da resposta tumoral. As características da população foram registadas com recurso ao processo clínico, aos exames de imagem e aos relatórios radiológicos. Foram também calculadas as categorias de diagnóstico segundo o ACR LI-RADS® (Liver Imaging Reporting and Data System) e definida a resposta ao tratamento de acordo com os critérios mRECIST (modified Response Evaluation Criteria In Solid Tumors). Resultados: Dos 47 doentes, 66,0% pertenciam ao estadio precoce do CHC (ou BCLC-A na classificação Barcelona Clinic Liver Cancer). Trinta e dois doentes (68,1%) atingiram uma resposta objetiva, a soma das respostas completas (21,3%) e parciais (46,8%) dadas pelo mRECIST. Apesar da categoria BCLC-A não se associar a resposta completa após a TACE, o subgrupo de doentes com lesões únicas e pequenas (, Acta Radiológica Portuguesa, Vol. 33 N.º 1 (2021): Acta Radiológica Portuguesa
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- 2021
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14. Incorporating radiomics into clinical trials: expert consensus endorsed by the European Society of Radiology on considerations for data-driven compared to biologically driven quantitative biomarkers
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Anna Caroli, James P B O'Connor, Xavier Golay, Nicolas Michoux, Nathalie Lassau, Marc Dewey, Marius E. Mayerhoefer, Laure Fournier, Daniel C. Sullivan, Rik Achten, Olivier Clément, Edwin H.G. Oei, Karen Rosendahl, Lena Costaridou, Egesta Lopci, Aad van der Lugt, Christian Loewe, Anders Persson, Nandita M. deSouza, Ronald Boellaard, Wolfgang G. Kunz, Manuela França, Lioe-Fee de Geus-Oei, Rashindra Manniesing, Christophe Deroose, Daniela E. Oprea-Lager, Marion Smits, Angel Alberich-Bayarri, Luc Bidaut, Nancy A. Obuchowski, Caroline Caramella, Frédéric Lecouvet, Elmar Kotter, Hôpital Européen Georges Pompidou [APHP] (HEGP), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpitaux Universitaires Paris Ouest - Hôpitaux Universitaires Île de France Ouest (HUPO), INSERM, Paris Cardiovasc Res Ctr PARCC UMR970, F-75015 Paris, France, Partenaires INRAE, Université de Paris - UFR Médecine Paris Centre [Santé] (UP Médecine Paris Centre), Université de Paris (UP), ANR-19-P3IA-0001,PRAIRIE,PaRis Artificial Intelligence Research InstitutE(2019), UCL - SSS/IREC/IMAG - Pôle d'imagerie médicale, UCL - (SLuc) Service de radiologie, and Radiology & Nuclear Medicine
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medicine.medical_specialty ,Consensus ,Standardization ,Process (engineering) ,Vascular damage Radboud Institute for Health Sciences [Radboudumc 16] ,Feature selection ,Overfitting ,Machine learning ,computer.software_genre ,030218 nuclear medicine & medical imaging ,Data-driven ,03 medical and health sciences ,0302 clinical medicine ,Image Processing, Computer-Assisted ,medicine ,[INFO.INFO-IM]Computer Science [cs]/Medical Imaging ,Humans ,Radiology, Nuclear Medicine and imaging ,ComputingMilieux_MISCELLANEOUS ,business.industry ,Radiology ,Statistics and numerical data ,Validation studies ,Clinical trial ,General Medicine ,Women's cancers Radboud Institute for Health Sciences [Radboudumc 17] ,Imaging Informatics and Artificial Intelligence ,Sample size determination ,Feature (computer vision) ,030220 oncology & carcinogenesis ,Artificial intelligence ,Radiologi och bildbehandling ,Tomography, X-Ray Computed ,business ,computer ,Biomarkers ,Radiology, Nuclear Medicine and Medical Imaging - Abstract
Abstract Existing quantitative imaging biomarkers (QIBs) are associated with known biological tissue characteristics and follow a well-understood path of technical, biological and clinical validation before incorporation into clinical trials. In radiomics, novel data-driven processes extract numerous visually imperceptible statistical features from the imaging data with no a priori assumptions on their correlation with biological processes. The selection of relevant features (radiomic signature) and incorporation into clinical trials therefore requires additional considerations to ensure meaningful imaging endpoints. Also, the number of radiomic features tested means that power calculations would result in sample sizes impossible to achieve within clinical trials. This article examines how the process of standardising and validating data-driven imaging biomarkers differs from those based on biological associations. Radiomic signatures are best developed initially on datasets that represent diversity of acquisition protocols as well as diversity of disease and of normal findings, rather than within clinical trials with standardised and optimised protocols as this would risk the selection of radiomic features being linked to the imaging process rather than the pathology. Normalisation through discretisation and feature harmonisation are essential pre-processing steps. Biological correlation may be performed after the technical and clinical validity of a radiomic signature is established, but is not mandatory. Feature selection may be part of discovery within a radiomics-specific trial or represent exploratory endpoints within an established trial; a previously validated radiomic signature may even be used as a primary/secondary endpoint, particularly if associations are demonstrated with specific biological processes and pathways being targeted within clinical trials. Key Points • Data-driven processes like radiomics risk false discoveries due to high-dimensionality of the dataset compared to sample size, making adequate diversity of the data, cross-validation and external validation essential to mitigate the risks of spurious associations and overfitting. • Use of radiomic signatures within clinical trials requires multistep standardisation of image acquisition, image analysis and data mining processes. • Biological correlation may be established after clinical validation but is not mandatory.
- Published
- 2021
- Full Text
- View/download PDF
15. Hepatic adenomatosis in glycogen storage disease: Radio-pathological correlation
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José R Brandão, João Mota Louro, A. M. Alves, and Manuela França
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Pathology ,medicine.medical_specialty ,Hepatology ,business.industry ,Liver Neoplasms ,Gastroenterology ,medicine.disease ,Glycogen Storage Disease ,Adenoma, Liver Cell ,Liver ,Medicine ,Glycogen storage disease ,Humans ,business ,Pathological correlation - Published
- 2020
16. Estimating COVID-19 Pneumonia Extent and Severity From Chest Computed Tomography
- Author
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Alysson Roncally Silva Carvalho, Alan Guimarães, Thiego de Souza Oliveira Garcia, Gabriel Madeira Werberich, Victor Fraga Ceotto, Fernando Augusto Bozza, Rosana Souza Rodrigues, Joana Sofia F. Pinto, Willian Rebouças Schmitt, Walter Araujo Zin, and Manuela França
- Subjects
medicine.medical_specialty ,Coronavirus disease 2019 (COVID-19) ,Physiology ,Chest ct ,CT-estimated lung weight ,Computed tomography ,Standard score ,Gastroenterology ,lcsh:Physiology ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Physiology (medical) ,Internal medicine ,medicine ,Lung volumes ,Original Research ,lcsh:QP1-981 ,medicine.diagnostic_test ,business.industry ,COVID-19 ,deep learning ,030208 emergency & critical care medicine ,computed tomography ,Anthropometry ,medicine.disease ,Pneumonia ,CT-estimated lung volume ,Differential diagnosis ,business - Abstract
BackgroundCOVID-19 pneumonia extension is assessed by computed tomography (CT) with the ratio between the volume of abnormal pulmonary opacities (PO) and CT-estimated lung volume (CTLV). CT-estimated lung weight (CTLW) also correlates with pneumonia severity. However, both CTLV and CTLW depend on demographic and anthropometric variables.PurposesTo estimate the extent and severity of COVID-19 pneumonia adjusting the volume and weight of abnormal PO to the predicted CTLV (pCTLV) and CTLW (pCTLW), respectively, and to evaluate their possible association with clinical and radiological outcomes.MethodsChest CT from 103 COVID-19 and 86 healthy subjects were examined retrospectively. In controls, predictive equations for estimating pCTLV and pCTLW were assessed. COVID-19 pneumonia extent and severity were then defined as the ratio between the volume and the weight of abnormal PO expressed as a percentage of the pCTLV and pCTLW, respectively. A ROC analysis was used to test differential diagnosis ability of the proposed method in COVID-19 and controls. The degree of pneumonia extent and severity was assessed with Z-scores relative to the average volume and weight of PO in controls. Accordingly, COVID-19 patients were classified as with limited, moderate and diffuse pneumonia extent and as with mild, moderate and severe pneumonia severity.ResultsIn controls, CTLV could be predicted by sex and height (adjusted R2 = 0.57; P < 0.001) while CTLW by age, sex, and height (adjusted R2 = 0.6; P < 0.001). The cutoff of 20% (AUC = 0.91, 95%CI 0.88–0.93) for pneumonia extent and of 50% (AUC = 0.91, 95%CI 0.89–0.92) for pneumonia severity were obtained. Pneumonia extent were better correlated when expressed as a percentage of the pCTLV and pCTLW (r = 0.85, P < 0.001), respectively. COVID-19 patients with diffuse and severe pneumonia at admission presented significantly higher CRP concentration, intra-hospital mortality, ICU stay and ventilatory support necessity, than those with moderate and limited/mild pneumonia. Moreover, pneumonia severity, but not extent, was positively and moderately correlated with age (r = 0.46) and CRP concentration (r = 0.44).ConclusionThe proposed estimation of COVID-19 pneumonia extent and severity might be useful for clinical and radiological patient stratification.
- Published
- 2020
17. Liver Steatosis and NAFLD
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Manuela França and João Mota Louro
- Subjects
medicine.medical_specialty ,Cirrhosis ,medicine.diagnostic_test ,business.industry ,Fatty liver ,Disease ,medicine.disease ,Chronic liver disease ,Gastroenterology ,Fibrosis ,Internal medicine ,Liver biopsy ,medicine ,Steatohepatitis ,Steatosis ,business - Abstract
Liver steatosis is the hallmark of non-alcoholic fatty liver disease (NAFLD), the most frequent chronic liver disease in the western countries. NAFLD ranges from simple steatosis to non-alcoholic steatohepatitis (NASH) and cirrhosis. Steatosis is also common in other diffuse liver diseases. Regardless the etiology, liver fat accumulation induces liver damage, being associated with poor outcomes of chronic liver diseases. Liver biopsy is the gold standard for diagnosis and stratification of NAFLD, and also for distinguishing simple steatosis from NASH and staging fibrosis. However, liver biopsy is invasive and subject to substantial variability. Therefore, over the last years, the global burden of NALFD and the potential clinical impact of early detection and monitoring of hepatic steatosis has fostered the use of non-invasive imaging modalities for the assessment of steatosis and the search for imaging biomarkers of fat. In this chapter, we will review the role of different imaging modalities in the detection and quantification of liver steatosis, highlighting the role of imaging biomarkers of steatosis.
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- 2020
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18. Magnetic Resonance Imaging of the Liver: Technical Considerations
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António Pedro Pissarra, Manuela França, Raquel Madaleno, and Filipe Caseiro-Alves
- Subjects
medicine.medical_specialty ,medicine.diagnostic_test ,Image quality ,Computer science ,medicine ,Medical physics ,Computed tomography ,Magnetic resonance imaging ,Technical specifications ,Mr imaging ,Imaging modalities ,Liver imaging - Abstract
Magnetic resonance imaging (MRI) is one the leading imaging modalities to evaluate liver diseases, with an active role both on focal liver lesions and diffuse parenchymal evaluation. Despite its diagnostic capabilities, MR imaging is far more difficult to manage than computed tomography (CT). The aim of the current chapter is to review the protocols for liver imaging using standard technical specifications able to provide reproducible image quality, and to review advanced applications encompassing quantification issues, allowing therapeutical monitoring and disease follow-up. The chapter also adresses strategies to derive functional information, especially using diffusion-weighted imaging and dedicated liver specific contrast agents. Its scope is to allow the reader an in-depth vision of modern MR of the liver from a clinical point of view, proposing imaging protocols effective at 1.5 and 3T magnets.
- Published
- 2020
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19. Liver Increased Iron Deposition and Storage Diseases
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Manuela França and João Amorim
- Subjects
medicine.medical_specialty ,business.industry ,Total body ,Chronic liver disease ,medicine.disease ,Mr imaging ,Gastroenterology ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Hepatic Iron Concentration ,0302 clinical medicine ,030220 oncology & carcinogenesis ,Hereditary hemochromatosis ,Internal medicine ,medicine ,Increased iron ,Hepatic iron ,business ,Deposition (chemistry) - Abstract
Hepatic iron overload may be found in several disorders, such as hereditary hemochromatosis, secondary hemochromatosis and chronic liver disease. Because hepatic iron concentration is a surrogate of total body iron stores, assessment and quantification of hepatic iron overload is important to select those patients who will benefit from specific treatments and also to accurately monitor the therapy. Over the last decades, MR imaging has become an important tool for evaluating iron overload disorders and for non-invasively quantifying hepatic iron concentration.
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- 2020
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20. Vascular Liver Diseases
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Manuela França and Joana Pinto
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Pathology ,medicine.medical_specialty ,Cirrhosis ,business.industry ,Vascular disease ,medicine ,business ,medicine.disease ,Perfusion ,Liver parenchyma - Abstract
Hepatic vascular diseases may affect the vascular inflow, vascular outflow or flow at the sinusoidal level, most of them resulting in decreased portal venous perfusion and increased arterialization of the liver parenchyma. The underlying physiopathological mechanisms lead to key imaging findings that should be promptly recognized by radiologists, in order to provide an accurate diagnosis. Hepatic vascular impairment can be due to primary vascular disease or secondary to hepatocellular liver diseases, as occurs in liver cirrhosis. This chapter will focus mainly on primary hepatic vascular diseases, describing the main imaging findings and differentials of each condition.
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- 2020
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21. MR imaging assessment and quantification of liver iron
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Manuela França and João Gomes Carvalho
- Subjects
medicine.medical_specialty ,Liver Iron Concentration ,Cirrhosis ,Iron Overload ,Urology ,Iron ,Cardiomyopathy ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Radiological and Ultrasound Technology ,medicine.diagnostic_test ,business.industry ,Gastroenterology ,Magnetic resonance imaging ,Hepatology ,medicine.disease ,Magnetic Resonance Imaging ,Liver ,030220 oncology & carcinogenesis ,Liver biopsy ,Hereditary hemochromatosis ,Transfusion therapy ,Radiology ,Hemochromatosis ,business - Abstract
Iron overload is a common clinical problem resulting from hereditary hemochromatosis or secondary hemosiderosis (mainly associated with transfusion therapy), being also associated with chronic liver diseases and metabolic disorders. Excess of iron accumulates in organs like the liver, pancreas and heart. Without treatment, patients with iron overload disorders will develop liver cirrhosis, diabetes and cardiomyopathy. Iron quantification is therefore crucial not only for diagnosis of iron overload but also to monitor iron-reducing therapies. Liver iron concentration is considered the surrogate marker of total body iron stores. Because liver biopsy is invasive and prone to high variability and sampling bias, MR imaging has emerged as a non-invasive method and gained wide acceptance, now being considered the standard of care for assessing iron overload. Nevertheless, there are different MR techniques for iron quantification and there is still no consensus about the best technique or postprocessing tool for hepatic iron quantification, with the choice of imaging technique depending mainly on the local expertise as well on the available equipment and software. Because different methods should not be used interchangeably, it is important to choose one method and use the same one when following up patients over time.
- Published
- 2020
22. Critical review of HCC imaging in the multidisciplinary setting: treatment allocation and evaluation of response
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João Amorim, A. Torregrosa, A. Perez-Girbes, Luis Martí-Bonmatí, and Manuela França
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medicine.medical_specialty ,Carcinoma, Hepatocellular ,Imaging biomarker ,Tare weight ,Urology ,medicine.medical_treatment ,Liver transplantation ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Intensive care medicine ,Radiological and Ultrasound Technology ,medicine.diagnostic_test ,business.industry ,Liver Neoplasms ,Gastroenterology ,Magnetic resonance imaging ,Hepatology ,medicine.disease ,Magnetic Resonance Imaging ,030220 oncology & carcinogenesis ,Liver function ,Liver cancer ,business ,Tomography, X-Ray Computed ,Progressive disease - Abstract
Imaging has not only an established role in screening and diagnosis of hepatocellular carcinoma (HCC) in patients with chronic liver inflammatory diseases, but also a crucial importance for patient stratification and treatment allocation, as well as for assessing treatment response. In the setting of increasing therapeutic options for HCC, the Barcelona Clinic Liver Cancer (BCLC) system still remains the most appropriate way to select candidate cohorts for best treatments. This classification takes into account the imaging information on tumor burden and extension, liver function, and cancer-related symptoms, stratifying patients in five risk categories (Stages 0, A, B, C and D) associated with different treatment options. Still now, there are no clear roles for biomarkers use in treatment allocation. The increasing use of locoregional non-surgical therapies in the different stages is highly dependent on reliable evaluation of treatment response, in particular when they are used with curative intention or for downstaging at liver transplantation re-assessment. Moreover, objective response (OR) has emerged as an important imaging biomarker, providing information on tumor biology, which can contribute for further prognostic assessment. Current guidelines for OR assessment recommend only the measurement of viable tumor according to mRECIST criteria, with further classification into complete response, partial response, stable disease or progressive disease. Either computed tomography (CT) or magnetic resonance (MR) imaging can be used for this purpose, and the Liver Imaging Reporting and Data System (LI-RADS) committee has recently provided some guidance for reporting after locoregional therapies. Nevertheless, imaging pitfalls resulting from treatment-related changes can impact with the correct evaluation of treatment response, especially after transarterial radioembolization (TARE). Volume criteria and emerging imaging techniques might also contribute for a better refinement in the assessment of treatment response and monitoring. As the role of imaging deeply expands in the multidisciplinary assessment of HCC, our main objective in this review is to discuss state-of-the-art decision-making aspects for treatment allocation and provide guidance for treatment response evaluation.
- Published
- 2020
23. Editorial for 'Limits of Fat Quantification With Chemical Shift Encoded'
- Author
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Manuela França
- Subjects
Fatty Liver ,Chromatography ,Adipose Tissue ,Chemistry ,Image Interpretation, Computer-Assisted ,Humans ,Reproducibility of Results ,Radiology, Nuclear Medicine and imaging ,Fat quantification ,Magnetic Resonance Imaging - Published
- 2021
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24. Correction to: Incorporating radiomics into clinical trials: expert consensus endorsed by the European Society of Radiology on considerations for data-driven compared to biologically driven quantitative biomarkers
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Nathalie Lassau, Olivier Clément, Anna Caroli, Lena Costaridou, Egesta Lopci, Nicolas Michoux, Manuela França, Christophe Deroose, Aad van der Lugt, Elmar Kotter, Karen Rosendahl, James P B O'Connor, Daniela E. Oprea-Lager, Daniel C. Sullivan, Rik Achten, Xavier Golay, Marion Smits, Marc Dewey, Christian Loewe, Angel Alberich-Bayarri, Luc Bidaut, Caroline Caramella, Anders Persson, Nancy A. Obuchowski, Frédéric Lecouvet, Edwin H.G. Oei, Nandita M. deSouza, Laure Fournier, Wolfgang G. Kunz, Lioe-Fee de Geus-Oei, Rashindra Manniesing, Ronald Boellaard, and Marius E. Mayerhoefer
- Subjects
medicine.medical_specialty ,Consensus ,Standardization ,Process (engineering) ,Feature selection ,Overfitting ,030218 nuclear medicine & medical imaging ,Data-driven ,03 medical and health sciences ,0302 clinical medicine ,Image Processing, Computer-Assisted ,Medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,business.industry ,Correction ,General Medicine ,Clinical trial ,Feature (computer vision) ,Sample size determination ,030220 oncology & carcinogenesis ,Radiology ,business ,Tomography, X-Ray Computed ,Biomarkers - Abstract
Existing quantitative imaging biomarkers (QIBs) are associated with known biological tissue characteristics and follow a well-understood path of technical, biological and clinical validation before incorporation into clinical trials. In radiomics, novel data-driven processes extract numerous visually imperceptible statistical features from the imaging data with no a priori assumptions on their correlation with biological processes. The selection of relevant features (radiomic signature) and incorporation into clinical trials therefore requires additional considerations to ensure meaningful imaging endpoints. Also, the number of radiomic features tested means that power calculations would result in sample sizes impossible to achieve within clinical trials. This article examines how the process of standardising and validating data-driven imaging biomarkers differs from those based on biological associations. Radiomic signatures are best developed initially on datasets that represent diversity of acquisition protocols as well as diversity of disease and of normal findings, rather than within clinical trials with standardised and optimised protocols as this would risk the selection of radiomic features being linked to the imaging process rather than the pathology. Normalisation through discretisation and feature harmonisation are essential pre-processing steps. Biological correlation may be performed after the technical and clinical validity of a radiomic signature is established, but is not mandatory. Feature selection may be part of discovery within a radiomics-specific trial or represent exploratory endpoints within an established trial; a previously validated radiomic signature may even be used as a primary/secondary endpoint, particularly if associations are demonstrated with specific biological processes and pathways being targeted within clinical trials. • Data-driven processes like radiomics risk false discoveries due to high-dimensionality of the dataset compared to sample size, making adequate diversity of the data, cross-validation and external validation essential to mitigate the risks of spurious associations and overfitting. • Use of radiomic signatures within clinical trials requires multistep standardisation of image acquisition, image analysis and data mining processes. • Biological correlation may be established after clinical validation but is not mandatory.
- Published
- 2021
25. Liver MRI: From basic protocol to advanced techniques
- Author
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Henrique Donato, Isabel Candelaria, Filipe Caseiro-Alves, and Manuela França
- Subjects
Male ,Diagnostic information ,medicine.medical_specialty ,Fat suppression ,Perfusion scanning ,Liver mri ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Radiomics ,Image Processing, Computer-Assisted ,Humans ,Medicine ,Radiology, Nuclear Medicine and imaging ,Fígado/diagnóstico por imagem ,Ressonância Magnética ,Protocol (science) ,Modality (human–computer interaction) ,business.industry ,Liver Diseases ,General Medicine ,Middle Aged ,Image Enhancement ,Magnetic Resonance Imaging ,Liver ,030220 oncology & carcinogenesis ,Female ,Radiology ,Artifacts ,business ,Diffusion MRI - Abstract
Liver MR is a well-established modality with multiparametric capabilities. However, to take advantage of its full capacity, it is mandatory to master the technique and optimize imaging protocols, apply advanced imaging concepts and understand the use of different contrast media. Physiologic artefacts although inherent to upper abdominal studies can be minimized using triggering techniques and new strategies for motion control. For standardization, the liver MR protocol should include motion-resistant T2-w sequences, in-op phase GRE T1 and T2-w fast spin echo sequences with fat suppression. Diffusion-weighted imaging (DWI) is mandatory, especially for detection of sub-centimetre metastases. Contrast-enhanced MR is the cornerstone of liver MR, especially for lesion characterization. Although extracellular agents are the most extensively used contrast agents, hepatobiliary contrast media can provide an extra-layer of functional diagnostic information adding to the diagnostic value of liver MR. The use of high field strength (3T) increases SNR but is more challenging especially concerning artefact control. Quantitative MR belongs to the new and evolving field of radiomics where the use of emerging biomarkers such as perfusion or DWI can derive new information regarding disease detection, prognostication and evaluation of tumour response. This information can overcome some of the limitations of current tests, especially when using vascular disruptive agents for oncologic treatment assessment. MR is, today, a robust, mature, multiparametric imaging modality where clinical applications have greatly expanded from morphology to advanced imaging. This new concept should be acknowledged by all those involved in producing high quality, high-end liver MR studies. info:eu-repo/semantics/publishedVersion
- Published
- 2017
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26. Necrotizing sarcoid granulomatosis: A case report
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Sofia Correia, Daniel Pereira, José Miguel Maia, Ana Cipriano, Rosa Ribeiro, and Maria Manuela França
- Subjects
Pulmonary and Respiratory Medicine ,Pathology ,medicine.medical_specialty ,business.industry ,Medicine ,Necrotizing sarcoid granulomatosis ,business - Abstract
We report a case of a 22-year-old man with persistent cough and sarcoidosis-like changes in computed tomography scan. An extensive differential diagnosis is discussed and its evolution and treatment is presented.
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- 2019
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27. MR imaging biomarkers in diffuse liver diseases: quantification of fat, water and iron deposits
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Maria Manuela França Oliveira and Instituto de Ciências Biomédicas Abel Salazar
- Subjects
Ciências da saúde [Ciências médicas e da saúde] ,Health sciences ,Health sciences [Medical and Health sciences] ,Ciências da saúde - Published
- 2017
28. Sexual dimorphism in autonomic changes and in the renin-angiotensin system in the hearts of mice subjected to thyroid hormone-induced cardiac hypertrophy
- Author
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Manuela França de Souza Miranda, Anderson Luiz Bezerra da Silveira, André S. Mecawi, Emerson L. Olivares, Michelle P. Marassi, Roberto Laureano Melo, Alba C.M. Silva, and José Antunes-Rodrigues
- Subjects
medicine.medical_specialty ,Sympathetic nervous system ,Triiodothyronine ,business.industry ,Thyroid ,General Medicine ,Autonomic nervous system ,medicine.anatomical_structure ,Endocrinology ,Internal medicine ,Renin–angiotensin system ,medicine ,Heart rate variability ,business ,Sex characteristics ,Hormone - Abstract
Based on the relevance of the renin-angiotensin system and the ongoing controversy regarding the role of the sympathetic nervous system in thyroid hormone-induced cardiac hypertrophy, the aim of the present study was to establish whether the putative difference in the degree of cardiac hypertrophy exhibited by males and females might be related to differences in the sympathetic-vagal balance and/or in the cardiac renin-angiotensin system in mice of different genders. Male and female mice (n = 117) were given 0.1 mg kg(-1) of triiodothyronine or normal saline each day for 10 days consecutively. At the end of that period, study of the heart rate variability, spectral analysis and histopathological examination were performed to assess the sympathetic-vagal balance and the diameter of cardiomyocytes. The cardiac levels of angiotensin I and II were also measured. Treatment with triiodothyronine induced a greater degree of cardiac hypertrophy in male (~73%) than in female mice (~42%). This difference was attributed to greater modulation of the sympathetic nervous system and higher levels of angiotensin I and II in male than in female mice. Our data indicate that thyroid hormone-induced cardiac hypertrophy was more intense in male mice due to the synergic effect of the sympathetic nervous system and the cardiac renin-angiotensin system.
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- 2014
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29. Standardised lesion segmentation for imaging biomarker quantitation: a consensus recommendation from ESR and EORTC
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Nandita M. deSouza, Aad van der Lugt, Christophe M. Deroose, Angel Alberich-Bayarri, Luc Bidaut, Laure Fournier, Lena Costaridou, Daniela E. Oprea-Lager, Elmar Kotter, Marion Smits, Marius E. Mayerhoefer, Ronald Boellaard, Anna Caroli, Lioe-Fee de Geus-Oei, Wolfgang G. Kunz, Edwin H. Oei, Frederic Lecouvet, Manuela Franca, Christian Loewe, Egesta Lopci, Caroline Caramella, Anders Persson, Xavier Golay, Marc Dewey, James P. B. O’Connor, Pim deGraaf, Sergios Gatidis, Gudrun Zahlmann, European Society of Radiology, and European Organisation for Research and Treatment of Cancer
- Subjects
Segmentation and standardisation ,mDelphi ,Region of interest ,Organ-specific ,Modality-specific ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
Abstract Background Lesion/tissue segmentation on digital medical images enables biomarker extraction, image-guided therapy delivery, treatment response measurement, and training/validation for developing artificial intelligence algorithms and workflows. To ensure data reproducibility, criteria for standardised segmentation are critical but currently unavailable. Methods A modified Delphi process initiated by the European Imaging Biomarker Alliance (EIBALL) of the European Society of Radiology (ESR) and the European Organisation for Research and Treatment of Cancer (EORTC) Imaging Group was undertaken. Three multidisciplinary task forces addressed modality and image acquisition, segmentation methodology itself, and standards and logistics. Devised survey questions were fed via a facilitator to expert participants. The 58 respondents to Round 1 were invited to participate in Rounds 2–4. Subsequent rounds were informed by responses of previous rounds. Results/conclusions Items with ≥ 75% consensus are considered a recommendation. These include system performance certification, thresholds for image signal-to-noise, contrast-to-noise and tumour-to-background ratios, spatial resolution, and artefact levels. Direct, iterative, and machine or deep learning reconstruction methods, use of a mixture of CE marked and verified research tools were agreed and use of specified reference standards and validation processes considered essential. Operator training and refreshment were considered mandatory for clinical trials and clinical research. Items with a 60–74% agreement require reporting (site-specific accreditation for clinical research, minimal pixel number within lesion segmented, use of post-reconstruction algorithms, operator training refreshment for clinical practice). Items with ≤ 60% agreement are outside current recommendations for segmentation (frequency of system performance tests, use of only CE-marked tools, board certification of operators, frequency of operator refresher training). Recommendations by anatomical area are also specified.
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- 2022
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30. Use Case VI: Imaging Biomarkers in Diffuse Liver Disease. Quantification of Fat and Iron
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Angel Alberich-Bayarri, Luis Martí-Bonmatí, and Manuela França
- Subjects
Liver Iron Concentration ,Pathology ,medicine.medical_specialty ,Quantitative imaging ,Cirrhosis ,medicine.diagnostic_test ,business.industry ,medicine.disease ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Liver disease ,0302 clinical medicine ,Liver biopsy ,Hepatocellular carcinoma ,Etiology ,Medicine ,business ,Pathological ,030217 neurology & neurosurgery - Abstract
Diffuse liver diseases result from a wide spectrum of etiologies, and, since they can lead to cirrhosis, end-stage liver disease, and hepatocellular carcinoma, they represent an important cause of morbidity, mortality, and healthcare costs worldwide. Regardless of the etiology, liver fat, iron, and combined overload are common pathological features of different diffuse liver diseases. Fat and iron frequently coexist and they act as cofactors in disease progression. Because liver biopsy has several limitations, quantitative imaging biomarkers have been developed for liver fat and iron quantification.
- Published
- 2016
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31. Evaluation of fibrosis and inflammation in diffuse liver diseases using intravoxel incoherent motion diffusion-weighted MR imaging
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Manuela França, João Amorim, Pedro Oliveira, Luis Martí-Bonmatí, H.P. Miranda, Susana Guimaraes, José Ramón Vizcaíno, Angel Alberich-Bayarri, João Paulo Oliveira, Javier Sánchez González, and Instituto de Saúde Pública
- Subjects
Adult ,Liver Cirrhosis ,Male ,Pathology ,medicine.medical_specialty ,Iron Overload ,Urology ,Biopsy ,Liver fibrosis ,Liver steatosis ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Fibrosis ,Image Interpretation, Computer-Assisted ,medicine ,Effective diffusion coefficient ,Iron overload ,Humans ,Radiology, Nuclear Medicine and imaging ,Prospective Studies ,Intravoxel incoherent motion ,Inflammation ,Radiological and Ultrasound Technology ,medicine.diagnostic_test ,business.industry ,Fatty liver ,Gastroenterology ,Reproducibility of Results ,Magnetic resonance imaging ,Middle Aged ,medicine.disease ,Fatty Liver ,Diffusion Magnetic Resonance Imaging ,Magnetic resonance ,Liver biopsy ,030211 gastroenterology & hepatology ,Female ,Diffusion-weighted imaging ,Steatosis ,business ,Nuclear medicine ,Diffusion MRI - Abstract
Purpose: The purpose of the study was to evaluate the role of intravoxel incoherent motion (IVIM) diffusion model for the assessment of liver fibrosis and inflammation in diffuse liver disorders, also considering the presence of liver steatosis and iron deposits. Methods: Seventy-four patients were included, with liver biopsy and a 3 Tesla abdominal magnetic resonance imaging examination, with an IVIM diffusion-weighted sequence (single-shot spin-echo echo-planar sequence, with gradient reversal fat suppression; 6 b-values: 0, 50, 200, 400, 600, and 800 s/mm2). Histological evaluation comprised the Ishak modified scale, for grading inflammation and fibrosis, plus steatosis and iron loading classification. The liver apparent diffusion coefficient (ADC) and IVIM parameters (D, D*, f) were calculated from the IVIM images. The relationship between IVIM parameters and histopathological scores were evaluated by ANOVA and Spearman correlation tests. A test-retest experiment assessed reproducibility and repeatability in 10 healthy volunteers and 10 randomly selected patient studies. Results: ADC and f values were lower with higher fibrosis stages (p = 0.009, p = 0.006, respectively) and also with higher necro-inflammatory activity grades (p = 0.02, p = 0.017, respectively). Considered together, only fibrosis presented a significant effect on ADC and f measurements (p < 0.05), whereas inflammation had no significant effect (p > 0.05). A mild correlation was found between ADC and f with fibrosis (R S = -0.32 and R S = -0.38; p < 0.05) and inflammation (R S = -0.31 and R S = -0.32, p < 0.05; respectively). The AUROC for ADC and f measurements with the different dichotomizations between fibrosis or inflammation grades were only fair (0.670 to 0.749, p < 0.05). Neither D nor D* values were significantly different between liver fibrosis or inflammation grades. D measurements were significantly different across histologic grades of steatosis (p < 0.001) and iron overload (p < 0.001), whereas f measurements showed significant differences across histologic steatosis grades (p = 0.005). There was an excellent agreement between the different readers for ADC, f, and D. Conclusions: Although fibrosis presented a significant effect on ADC and f, IVIM measurements are not accurate enough to stage liver fibrosis or necro-inflammatory activity in diffuse liver diseases. D values were influenced by steatosis and iron overload. This work was partially funded by a research Grant from the Teaching and Research Department of Centro Hospitalar do Porto (DEFI:309/12(213-DEFI/251-CES)) and from a Spanish Ministry of Health and Carlos III Health Institute funding grant (PI12/01262). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
- Published
- 2016
32. Imaging of pancreas transplantation and its complications
- Author
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Manuel Teixeira, Filipe Caseiro Alves, Pedro Varzim, A Ribeiro, La Salete Martins, António Castro Henriques, Manuela Certo, and Manuela França
- Subjects
Type 1 diabetes ,medicine.medical_specialty ,Complications ,Pancreas-kidney ,medicine.diagnostic_test ,business.industry ,medicine.medical_treatment ,Pictorial Review ,Interventional radiology ,Pancreas transplantation ,medicine.disease ,Surgery ,Transplantation ,Diabetes mellitus ,surgical procedures, operative ,Medicine ,Effective treatment ,Radiology, Nuclear Medicine and imaging ,Graft survival ,business ,Type 1 ,Neuroradiology - Abstract
Pancreas transplantation is an effective treatment for type 1 diabetes mellitus and is being increasingly performed worldwide. Early recognition of graft-related complications is fundamental for graft survival; thus, radiologists must be aware of the transplantation technique, pancreas-graft imaging and postoperative complications. We present normal pancreas-graft imaging appearances and the imaging features of postoperative complications.
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- 2010
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33. Case 157: Bilateral Adventitial Cystic Disease of the Popliteal Artery
- Author
-
Manuela França, Jorge Pinto, Gabriel C. Fernandez, and Rui Machado
- Subjects
Male ,medicine.medical_specialty ,business.industry ,Conventional angiography ,Presumptive diagnosis ,Arterial Occlusive Diseases ,Middle Aged ,Magnetic Resonance Imaging ,Popliteal artery ,Surgery ,Diagnosis, Differential ,medicine.artery ,medicine ,Humans ,Popliteal Artery ,Radiology, Nuclear Medicine and imaging ,Radiology ,Ultrasonography, Doppler, Color ,business ,Magnetic Resonance Angiography ,Popliteal Cyst ,Cystic disease - Abstract
In this patient, the US and MR findings enabled us to make a presumptive diagnosis of adventitial cystic disease preoperatively, thereby avoiding the need for catheter-directed conventional angiography.
- Published
- 2010
- Full Text
- View/download PDF
34. Sexual dimorphism in autonomic changes and in the renin-angiotensin system in the hearts of mice subjected to thyroid hormone-induced cardiac hypertrophy
- Author
-
Anderson Luiz Bezerra da, Silveira, Manuela França, de Souza Miranda, André Souza, Mecawi, Roberto Laureano, Melo, Michelle Porto, Marassi, Alba Cenélia, Matos da Silva, José, Antunes-Rodrigues, and Emerson Lopes, Olivares
- Subjects
Male ,Renin-Angiotensin System ,Mice ,Random Allocation ,Sex Characteristics ,Thyroid Hormones ,Animals ,Cardiomegaly ,Female ,Autonomic Nervous System - Abstract
Based on the relevance of the renin-angiotensin system and the ongoing controversy regarding the role of the sympathetic nervous system in thyroid hormone-induced cardiac hypertrophy, the aim of the present study was to establish whether the putative difference in the degree of cardiac hypertrophy exhibited by males and females might be related to differences in the sympathetic-vagal balance and/or in the cardiac renin-angiotensin system in mice of different genders. Male and female mice (n = 117) were given 0.1 mg kg(-1) of triiodothyronine or normal saline each day for 10 days consecutively. At the end of that period, study of the heart rate variability, spectral analysis and histopathological examination were performed to assess the sympathetic-vagal balance and the diameter of cardiomyocytes. The cardiac levels of angiotensin I and II were also measured. Treatment with triiodothyronine induced a greater degree of cardiac hypertrophy in male (~73%) than in female mice (~42%). This difference was attributed to greater modulation of the sympathetic nervous system and higher levels of angiotensin I and II in male than in female mice. Our data indicate that thyroid hormone-induced cardiac hypertrophy was more intense in male mice due to the synergic effect of the sympathetic nervous system and the cardiac renin-angiotensin system.
- Published
- 2014
35. Anomalous pulmonary venous connection: An underestimated entity
- Author
-
Fernanda Reis, Manuel Ribeiro, Manuela França, Nuno Moreno, Marília Loureiro, Sílvia Álvares, and Sara P. Magalhães
- Subjects
medicine.medical_specialty ,lcsh:Diseases of the circulatory (Cardiovascular) system ,Left atrium ,030204 cardiovascular system & hematology ,03 medical and health sciences ,0302 clinical medicine ,Scimitar syndrome ,Internal medicine ,medicine ,Total anomalous pulmonary venous connection ,Vein ,Brachiocephalic vein ,General Environmental Science ,Anomalous pulmonary venous connection ,business.industry ,medicine.disease ,Anomalous venous drainage ,medicine.anatomical_structure ,030228 respiratory system ,lcsh:RC666-701 ,cardiovascular system ,Cardiology ,Right atrium ,General Earth and Planetary Sciences ,Cardiology and Cardiovascular Medicine ,business - Abstract
Anomalous pulmonary venous connection is an uncommon congenital anomaly in which all (total form) or some (partial form) pulmonary veins drain into a systemic vein or into the right atrium rather than into the left atrium.The authors present one case of total anomalous pulmonary venous connection and two cases of partial anomalous pulmonary venous connection, one of supracardiac drainage into the brachiocephalic vein, and the other of infracardiac anomalous venous drainage (scimitar syndrome).Through the presentation of these cases, this article aims to review the main pulmonary venous developmental defects, highlighting the role of imaging techniques in the assessment of these anomalies. Resumo: A conexão anómala das veias pulmonares é uma anomalia congénita rara na qual todas as veias pulmonares (forma total) ou algumas (forma parcial) drenam numa veia sistémica ou na aurícula direita, em vez da aurícula esquerda.Os autores apresentam um caso de conexão anómala total das veias pulmonares e dois casos de retorno anómalo parcial das veias pulmonares, uma drenagem supracardíaca ao nivel da veia braquiocefálica e uma infracardíaca (síndrome da cimitarra).Através da apresentação destes casos, este artigo pretende fazer uma revisão dos principais defeitos do desenvolvimento venoso pulmonar e realçar a importância das técnicas de imagem na avaliação destas anomalias. Keywords: Anomalous pulmonary venous connection, Congenital anomaly, Scimitar syndrome, Palavras-chave: Conexão anómala das veias pulmonares, Anomalia congénita, Síndrome de cimitarra
- Published
- 2016
- Full Text
- View/download PDF
36. Assessment of left ventricular diastolic function with cardiovascular MRI: what radiologists should know
- Author
-
Ricardo, Duarte, Gabriel, Fernandez-Perez, Nuno, Bettencourt, Francisco, Sampaio, Diana, Miranda, Manuela, França, and Pedro, Portugal
- Subjects
Adult ,Male ,Heart Failure, Diastolic ,Ventricular Dysfunction, Left ,Diastole ,Image Interpretation, Computer-Assisted ,Humans ,Magnetic Resonance Imaging, Cine ,Female ,Middle Aged ,Sensitivity and Specificity ,Severity of Illness Index ,Aged - Abstract
Diastolic dysfunction is a common entity and the predominant cause of heart failure in 40%-50% of patients. Diagnosis of diastolic dysfunction is clinically relevant and associated with a poor prognosis. The aim of this essay was to review the pathophysiology and different grades of diastolic dysfunction and to provide an overview on the role of cardiovascular magnetic resonance imaging in the assessment of diastolic function.
- Published
- 2012
37. Elderly patient with acute, left lower abdominal pain: perforated jejunal diverticulitis (2010:7b)
- Author
-
Carlos Peixoto, Donzília Silva, Pedro Varzim, Manuela França, and Manuela Certo
- Subjects
Male ,Radiography, Abdominal ,medicine.medical_specialty ,Abdominal pain ,Perforation (oil well) ,Contrast Media ,Abdomen ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Abscess ,Diverticulitis ,Neuroradiology ,Aged ,Inflammation ,medicine.diagnostic_test ,business.industry ,Interventional radiology ,General Medicine ,Jejunal Diseases ,medicine.disease ,Abdominal Pain ,medicine.anatomical_structure ,Jejunum ,Acute abdomen ,Radiology ,medicine.symptom ,business ,Tomography, X-Ray Computed - Abstract
An elderly patient with acute, left, lower abdominal pain is described, for whom the diagnosis of perforated jejunal diverticulitis was established by computed tomography (CT). The presence of a jejunal segmental inflammatory process, with or without abscess or perforation, in the setting of jejunal diverticulosis, is very suggestive of jejunal diverticulitis.
- Published
- 2009
38. Sexual dimorphism in autonomic changes and in the renin-angiotensin system in the hearts of mice subjected to thyroid hormone-induced cardiac hypertrophy
- Author
-
Bezerra da Silveira, Anderson Luiz, primary, de Souza Miranda, Manuela França, additional, Mecawi, André Souza, additional, Melo, Roberto Laureano, additional, Marassi, Michelle Porto, additional, Matos da Silva, Alba Cenélia, additional, Antunes-Rodrigues, José, additional, and Olivares, Emerson Lopes, additional
- Published
- 2014
- Full Text
- View/download PDF
39. Morfologia funcional e desenho corporal da cintura pélvica e membros posteriores dos Tamanduás (Mammalia : Xenarthra : Myrmecophagidae)
- Author
-
OLIVEIRA, Manuela França de and TOLEDO, Peter Mann de
- Subjects
Mamíferos ,Morfologia funcional ,CIENCIAS BIOLOGICAS::ZOOLOGIA::MORFOLOGIA DOS GRUPOS RECENTES [CNPQ] ,Tamanduá ,Osteologia ,Xenarthra ,Biomecânica - Abstract
Entre os mamíferos, os xenartros são, sem dúvida alguma um grupo bastante singular no que diz respeito à morfologia, fisiologia e hábitos locomotores e alimentares. Dentro da ordem Xenarthra, a família Myrmecophagidae é a que tem recebido nos últimos anos, menos atenção em termos de trabalhos sobre morfologia funcional e biomecânica, em especial dos membros posteriores. Visando contribuir para o enriquecimento do conhecimento biológico acerca da natureza morfofuncional e biomecânica dos membros posteriores (fêmur e tíbia) e cintura pélvica destes animais [gêneros Cyclopes (tamanduaí), Tamandua (tamanduá-de-colete) e Myrmecophaga (tamanduá-bandeira)], este trabalho propõe um estudo osteológico descritivo-comparativo destas estruturas, enfatizando os principais pontos com reflexo na funcionalidade biomecânica ligada aos hábitos locomotores. Para isso, além das descrições osteológicas, foram tomadas vinte e três medidas pós-cranianas distribuídas entre a cintura pélvica, fêmur, tíbia, úmero e rádio. A partir de tais medidas, foram calculados treze índices osteométricos, os quais provaram ser eficazes na caracterização morfofuncional dos três gêneros mirmecofagídeos, além de separá-los biomecanicamente em seus estilos locomotores. Among mammals, xenarthrans are certainly a very singular group with respect to its morphology, physiology, and feeding and locomotory habits. Within the order Xenarthra, the family Myrmecophagidae has received little attention in papers on functional morphology and biomechanics, especially concerning the hindlimbs. In order to contribute to the biological knowledge on the morphofunctional and biomechanical natures of the hindlimbs (femur and tibia) and peivic girdie in these animais [genera: Cyclopes (silky anteater), Tamandua (lesser anteater) and Myrmecophaga (giant anteater)], this paper aims at a comparative and descriptive osteological study of those structures, emphasizing the main points reflecting biomechanical functionality related to locomotory habits. In addition to osteological descriptions, 23 post-cranial measurements for the pelvic girdle, femur, tibia, humerus, and radius were taken. From those measurements, thirteen osteometric indexes were obtained and proved effective in the morphofunctional characterization of the three genera, biomechanically separating them according to their respective locomotory styles.
- Published
- 2001
40. Case 157
- Author
-
Manuela França, Jorge Pinto, Rui Machado, and Gabriel C. Fernandez
- Subjects
Radiology, Nuclear Medicine and imaging - Published
- 2010
- Full Text
- View/download PDF
41. Sexual dimorphism in autonomic changes and in the renin-angiotensin system in the hearts of mice subjected to thyroid hormone-induced cardiac hypertrophy.
- Author
-
Silveira AL, de Souza Miranda MF, Mecawi AS, Melo RL, Marassi MP, Matos da Silva AC, Antunes-Rodrigues J, and Olivares EL
- Subjects
- Animals, Autonomic Nervous System drug effects, Autonomic Nervous System physiology, Cardiomegaly chemically induced, Female, Male, Mice, Random Allocation, Renin-Angiotensin System drug effects, Thyroid Hormones toxicity, Cardiomegaly blood, Renin-Angiotensin System physiology, Sex Characteristics, Thyroid Hormones blood
- Abstract
Based on the relevance of the renin-angiotensin system and the ongoing controversy regarding the role of the sympathetic nervous system in thyroid hormone-induced cardiac hypertrophy, the aim of the present study was to establish whether the putative difference in the degree of cardiac hypertrophy exhibited by males and females might be related to differences in the sympathetic-vagal balance and/or in the cardiac renin-angiotensin system in mice of different genders. Male and female mice (n = 117) were given 0.1 mg kg(-1) of triiodothyronine or normal saline each day for 10 days consecutively. At the end of that period, study of the heart rate variability, spectral analysis and histopathological examination were performed to assess the sympathetic-vagal balance and the diameter of cardiomyocytes. The cardiac levels of angiotensin I and II were also measured. Treatment with triiodothyronine induced a greater degree of cardiac hypertrophy in male (~73%) than in female mice (~42%). This difference was attributed to greater modulation of the sympathetic nervous system and higher levels of angiotensin I and II in male than in female mice. Our data indicate that thyroid hormone-induced cardiac hypertrophy was more intense in male mice due to the synergic effect of the sympathetic nervous system and the cardiac renin-angiotensin system., (© 2014 The Authors. Experimental Physiology © 2014 The Physiological Society.)
- Published
- 2014
- Full Text
- View/download PDF
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