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7. Brain MRI Injury Patterns across Gestational Age among Preterm Infants with Perinatal Asphyxia

Author

Parmentier, Corline E.J., primary, el Bakkali, Loubna, additional, Verhagen, Elise A., additional, Steggerda, Sylke J., additional, Alderliesten, Thomas, additional, Lequin, Maarten H., additional, van de Pol, Laura A., additional, Benders, Manon J.N.L., additional, van Bel, Frank, additional, Koopman-Esseboom, Corine, additional, de Haan, Timo R., additional, de Vries, Linda S., additional, and Groenendaal, Floris, additional

Published
2024
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9. Neonatal somatic oxygenation and perfusion assessment using near-infrared spectroscopy: Part of the series on near-infrared spectroscopy by the European Society of Paediatric Research Special Interest Group "Near-Infrared Spectroscopy".

Author

Kooi, Elisabeth M. W., Mintzer, Jonathan P., Rhee, Christopher J., Ergenekon, Ebru, Schwarz, Christoph E., Pichler, Gerhard, de Boode, Willem P., Alarcón, Ana, Alderliesten, Thomas, Austin, Topun, Breindahl, Morten, Dempsey, Eugene, Greisen, Gorm, Gucuyener, Kivilcim, Kooi, Elisabeth, Krainer, Marlies, Lemmers, Petra, Levy, Philip, Liem, Kian D., and Lühr Hansen, Mathias

Published
2024
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10. Near-infrared spectroscopy monitoring of neonatal cerebrovascular reactivity: where are we now?

Author

Martini, Silvia, Thewissen, Liesbeth, Austin, Topun, da Costa, Cristine Sortica, de Boode, Willem P., Dempsey, Eugene, Kooi, Elisabeth, Pellicer, Adelina, Rhee, Christopher J., Riera, Joan, Wolf, Martin, Wong, Flora, Alarcon, Ana, Alderliesten, Thomas, Breindahl, Morten, Bruckner, Marlies, Ergenekon, Ebru, Fumagalli, Monica, Greisen, Gorm, and Gucuyener, Kivilcim

Published
2024
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11. Near-infrared spectroscopy for perioperative assessment and neonatal interventions.

Author

Levy, Philip T., Pellicer, Adelina, Schwarz, Christoph E., Neunhoeffer, Felix, Schuhmann, Martin U., Breindahl, Morten, Fumagelli, Monica, Mintzer, Jonathan, de Boode, Willem, Alarcon, Ana, Alderliesten, Thomas, Austin, Topun, Bruckner, Marlies, de Boode, Willem P., Dempsey, Gene, Ergenekon, Ebru, Fumagalli, Monica, Greisen, Gorm, Gucuyener, Kivilcim, and Hahn, Gitte Holst

Published
2024
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14. Noncontact respiration monitoring techniques in young children: A scoping review

Author

Intensive care patientenzorg, Child Health, MS Neonatologie, Brain, Circulatory Health, Arts-assistenten Kinderen, Developmental Disorders, van der Linden, Marjolein, Veldhoen, Esther S., Arasteh, Emad, Long, Xi, Alderliesten, Thomas, de Goederen, Robbin, Dudink, Jeroen, Intensive care patientenzorg, Child Health, MS Neonatologie, Brain, Circulatory Health, Arts-assistenten Kinderen, Developmental Disorders, van der Linden, Marjolein, Veldhoen, Esther S., Arasteh, Emad, Long, Xi, Alderliesten, Thomas, de Goederen, Robbin, and Dudink, Jeroen

Published
2024

15. Association between sleep stages and brain microstructure in preterm infants: Insights from DTI analysis

Author

MS Neonatologie, Brain, Child Health, Circulatory Health, Developmental Disorders, de Groot, Eline R., Wang, Xiaowan, Wojtal, Klaudia, Janson, Els, Alderliesten, Thomas, Tataranno, Maria Luisa, Benders, Manon J.N.L., Dudink, Jeroen, MS Neonatologie, Brain, Child Health, Circulatory Health, Developmental Disorders, de Groot, Eline R., Wang, Xiaowan, Wojtal, Klaudia, Janson, Els, Alderliesten, Thomas, Tataranno, Maria Luisa, Benders, Manon J.N.L., and Dudink, Jeroen

Published
2024

17. Amplitude and frequency modulation of EEG predicts Intraventricular hemorrhage in preterm infants

Author

MS Neonatologie, Brain, Child Health, Developmental Disorders, Circulatory Health, Arasteh, Emad, Luisa Tataranno, Maria, De Vos, Maarten, Wang, Xiaowan, Benders, Manon J.N.L., Dudink, Jeroen, Alderliesten, Thomas, MS Neonatologie, Brain, Child Health, Developmental Disorders, Circulatory Health, Arasteh, Emad, Luisa Tataranno, Maria, De Vos, Maarten, Wang, Xiaowan, Benders, Manon J.N.L., Dudink, Jeroen, and Alderliesten, Thomas

Published
2024

18. Machine learning-derived active sleep as an early predictor of white matter development in preterm infants

Author

MS Neonatologie, MS CGO, Cancer, Brain, Child Health, Circulatory Health, Developmental Disorders, Wang, Xiaowan, de Groot, Eline R, Tataranno, Maria Luisa, van Baar, Anneloes, Lammertink, Femke, Alderliesten, Thomas, Long, Xi, Benders, Manon J N L, Dudink, Jeroen, MS Neonatologie, MS CGO, Cancer, Brain, Child Health, Circulatory Health, Developmental Disorders, Wang, Xiaowan, de Groot, Eline R, Tataranno, Maria Luisa, van Baar, Anneloes, Lammertink, Femke, Alderliesten, Thomas, Long, Xi, Benders, Manon J N L, and Dudink, Jeroen

Published
2024

20. Placental Pathology Contributes to Impaired Volumetric Brain Development in Neonates With Congenital Heart Disease

Author

Nijman, Maaike, primary, van der Meeren, Lotte E., additional, Nikkels, Peter G. J., additional, Stegeman, Raymond, additional, Breur, Johannes M. P. J., additional, Jansen, Nicolaas J. G., additional, ter Heide, Henriette, additional, Steenhuis, Trinette J., additional, de Heus, Roel, additional, Bekker, Mireille N., additional, Claessens, Nathalie H. P., additional, Benders, Manon J. N. L., additional, Nijman, Joppe, additional, Alderliesten, Thomas, additional, Bosch, Rian, additional, Wösten‐van Asperen, Roelie M., additional, Slieker, Martijn G., additional, van Iperen, Gabrielle G., additional, Grotenhuis, Heynric B., additional, van Loon, Kim, additional, Koomen, Erik, additional, van Wijk, Bram, additional, Schoof, Paul H., additional, Talacua, Hanna, additional, van Schooneveld, Monique M. J., additional, Sprong, Maaike C. A., additional, Haak, Monique C., additional, and Snoep, Maartje C., additional

Published
2024
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31. Machine Learning-Derived Active Sleep as an Early Predictor of White Matter Development in Preterm Infants.

Author

Xiaowan Wang, de Groot, Eline R., Tataranno, Maria Luisa, van Baar, Anneloes, Lammertink, Femke, Alderliesten, Thomas, Xi Long, Benders, Manon J. N. L., and Dudink, Jeroen

Subjects
PREMATURE infants, WHITE matter (Nerve tissue), HEART beat, INFANT development, MACHINE learning, NEONATAL intensive care units, RECEIVER operating characteristic curves
Abstract

White matter dysmaturation is commonly seen in preterm infants admitted to the neonatal intensive care unit (NICU). Animal research has shown that active sleep is essential for early brain plasticity. This study aimed to determine the potential of active sleep as an early predictor for subsequent white matter development in preterm infants. Using heart and respiratory rates routinely monitored in the NICU, we developed a machine learning-based automated sleep stage classifier in a cohort of 25 preterm infants (12 females). The automated classifier was subsequently applied to a study cohort of 58 preterm infants (31 females) to extract active sleep percentage over 5-7 consecutive days during 29-32 weeks of postmenstrual age. Each of the 58 infants underwent high-quality T2-weighted magnetic resonance brain imaging at term-equivalent age, which was used to measure the total white matter volume. The association between active sleep percentage and white matter volume was examined using a multiple linear regression model adjusted for potential confounders. Using the automated classifier with a superior sleep classification performance [mean area under the receiver operating characteristic curve (AUROC) = 0.87, 95% CI 0.83-0.92], we found that a higher active sleep percentage during the preterm period was significantly associated with an increased white matter volume at term-equivalent age [ß = 0.31, 95% CI 0.09-0.53, false discovery rate (FDR)-adjusted p-value = 0.021]. Our results extend the positive association between active sleep and early brain development found in animal research to human preterm infants and emphasize the potential benefit of sleep preservation in the NICU setting. [ABSTRACT FROM AUTHOR]

Published
2024
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35. Unobtrusive cot side sleep stage classification in preterm infants using ultra-wideband radar

Author

Arasteh, Emad, de Groot, Eline R., van den Ende, Demi, Alderliesten, Thomas, Long, Xi, de Goederen, Robbin, Benders, Manon J.N.L., Dudink, Jeroen, Arasteh, Emad, de Groot, Eline R., van den Ende, Demi, Alderliesten, Thomas, Long, Xi, de Goederen, Robbin, Benders, Manon J.N.L., and Dudink, Jeroen

Abstract

Background: Sleep is an important driver of development in infants born preterm. However, continuous unobtrusive sleep monitoring of infants in the neonatal intensive care unit (NICU) is challenging. Objective: To assess the feasibility of ultra-wideband (UWB) radar for sleep stage classification in preterm infants admitted to the NICU. Methods: Active and quiet sleep were visually assessed using video recordings in 10 preterm infants (recorded between 29 and 34 weeks of postmenstrual age) admitted to the NICU. UWB radar recorded all infant's motions during the video recordings. From the baseband data measured with the UWB radar, a total of 48 features were calculated. All features were related to body and breathing movements. Six machine learning classifiers were compared regarding their ability to reliably classify active and quiet sleep using these raw signals. Results: The adaptive boosting (AdaBoost) classifier achieved the highest balanced accuracy (81%) over a 10-fold cross-validation, with an area under the curve of receiver operating characteristics (AUC-ROC) of 0.82. Conclusions: The UWB radar data, using the AdaBoost classifier, is a promising method for non-obtrusive sleep stage assessment in very preterm infants admitted to the NICU.

Published
2023

36. Ultra-wideband radar for simultaneous and unobtrusive monitoring of respiratory and heart rates in early childhood: A Deep Transfer Learning Approach

Author

Arasteh, Emad, Veldhoen, Esther S., Long, Xi, van Poppel, Maartje, van der Linden, Marjolein N., Alderliesten, Thomas, Nijman, Joppe, de Goederen, Robbin, Dudink, Jeroen, Arasteh, Emad, Veldhoen, Esther S., Long, Xi, van Poppel, Maartje, van der Linden, Marjolein N., Alderliesten, Thomas, Nijman, Joppe, de Goederen, Robbin, and Dudink, Jeroen

Abstract

Unobtrusive monitoring of children’s heart rate (HR) and respiratory rate (RR) can be valuable for promoting the early detection of potential health issues, improving communication with healthcare providers and reducing unnecessary hospital visits. A promising solution for wireless vital sign monitoring is radar technology. This paper presents a novel approach for the simultaneous estimation of children’s RR and HR utilizing ultra-wideband (UWB) radar using a deep transfer learning algorithm in a cohort of 55 children. The HR and RR are calculated by processing radar signals via spectrogram from time epochs of 10 s (25 sample length of hamming window with 90% overlap) and then transforming the resultant representation into 2-dimensional images. These images were fed into a pre-trained Visual Geometry Group-16 (VGG-16) model (trained on ImageNet dataset), with weights of five added layers fine-tuned using the proposed data. The prediction on the test data achieved a mean absolute error (MAE) of 7.3 beats per minute (BPM < 6.5% of average HR) and 2.63 breaths per minute (BPM < 7% of average RR). We also achieved a significant Pearson’s correlation of 77% and 81% between true and extracted for HR and RR, respectively. HR and RR samples are extracted every 10 s.

Published
2023

37. Cranial MRI beyond the Neonatal Period and Neurodevelopmental Outcomes in Neonatal Encephalopathy Due to Perinatal Asphyxia: A Systematic Review

Author

MS Neonatologie, Zorgeenheid Traumatologie, Brain, Child Health, Regenerative Medicine and Stem Cells, MS Radiologie, Circulatory Health, Parmentier, Corline E J, Kropman, Tobias, Groenendaal, Floris, Lequin, Maarten H, de Vries, Linda S, Benders, Manon J N L, Alderliesten, Thomas, MS Neonatologie, Zorgeenheid Traumatologie, Brain, Child Health, Regenerative Medicine and Stem Cells, MS Radiologie, Circulatory Health, Parmentier, Corline E J, Kropman, Tobias, Groenendaal, Floris, Lequin, Maarten H, de Vries, Linda S, Benders, Manon J N L, and Alderliesten, Thomas

Published
2023

38. Evaluation of Sleep Practices and Knowledge in Neonatal Healthcare

Author

MS CGO, Cancer, Revalidatiegeneeskunde Onderzoek, Brain, Child Health, MS Neonatologie, Circulatory Health, Developmental Disorders, Neonatologie Zorg, Infection & Immunity, de Groot, Eline R., Ryan, Mary Anne, Sam, Chanel, Verschuren, Olaf, Alderliesten, Thomas, Dudink, Jeroen, van den Hoogen, Agnes, MS CGO, Cancer, Revalidatiegeneeskunde Onderzoek, Brain, Child Health, MS Neonatologie, Circulatory Health, Developmental Disorders, Neonatologie Zorg, Infection & Immunity, de Groot, Eline R., Ryan, Mary Anne, Sam, Chanel, Verschuren, Olaf, Alderliesten, Thomas, Dudink, Jeroen, and van den Hoogen, Agnes

Published
2023

39. Heart Rate Extraction From Neonatal Near-Infrared Spectroscopy Signals

Author

MS Neonatologie, Child Health, Circulatory Health, Intensive care patientenzorg, Brain, Developmental Disorders, Hakimi, Naser, Horschig, Jorn M., Alderliesten, Thomas, Bronkhorst, Mathijs, Floor-Westerdijk, Marianne J., Van Bel, Frank, Colier, Willy N.J.M., Dudink, Jeroen, MS Neonatologie, Child Health, Circulatory Health, Intensive care patientenzorg, Brain, Developmental Disorders, Hakimi, Naser, Horschig, Jorn M., Alderliesten, Thomas, Bronkhorst, Mathijs, Floor-Westerdijk, Marianne J., Van Bel, Frank, Colier, Willy N.J.M., and Dudink, Jeroen

Published
2023

40. Ultra-Wideband Radar for Simultaneous and Unobtrusive Monitoring of Respiratory and Heart Rates in Early Childhood: A Deep Transfer Learning Approach

Author

Intensive care patientenzorg, Child Health, MS Neonatologie, Circulatory Health, Arts-assistenten Kinderen, Brain, Developmental Disorders, Arasteh, Emad, Veldhoen, Esther S, Long, Xi, van Poppel, Maartje, van der Linden, Marjolein, Alderliesten, Thomas, Nijman, Joppe, de Goederen, Robbin, Dudink, Jeroen, Intensive care patientenzorg, Child Health, MS Neonatologie, Circulatory Health, Arts-assistenten Kinderen, Brain, Developmental Disorders, Arasteh, Emad, Veldhoen, Esther S, Long, Xi, van Poppel, Maartje, van der Linden, Marjolein, Alderliesten, Thomas, Nijman, Joppe, de Goederen, Robbin, and Dudink, Jeroen

Published
2023

41. Respiratory Rate Extraction from Neonatal Near-Infrared Spectroscopy Signals

Author

MS Neonatologie, Child Health, Circulatory Health, Brain, Developmental Disorders, Hakimi, Naser, Shahbakhti, Mohammad, Horschig, Jörn M, Alderliesten, Thomas, Van Bel, Frank, Colier, Willy N J M, Dudink, Jeroen, MS Neonatologie, Child Health, Circulatory Health, Brain, Developmental Disorders, Hakimi, Naser, Shahbakhti, Mohammad, Horschig, Jörn M, Alderliesten, Thomas, Van Bel, Frank, Colier, Willy N J M, and Dudink, Jeroen

Published
2023

42. Continuous Data-Driven Monitoring in Critical Congenital Heart Disease: Clinical Deterioration Model Development

Author

Intensive care patientenzorg, MS Intensive Care Onderzoek 2, MS Neonatologie, Child Health, Circulatory Health, Other research (not in main researchprogram), Medische staf Anesthesiologie, Cancer, Zoodsma, Ruben S., Bosch, Rian, Alderliesten, Thomas, Bollen, Casper W., Kappen, Teus H., Koomen, Erik, Siebes, Arno, Nijman, Joppe, Intensive care patientenzorg, MS Intensive Care Onderzoek 2, MS Neonatologie, Child Health, Circulatory Health, Other research (not in main researchprogram), Medische staf Anesthesiologie, Cancer, Zoodsma, Ruben S., Bosch, Rian, Alderliesten, Thomas, Bollen, Casper W., Kappen, Teus H., Koomen, Erik, Siebes, Arno, and Nijman, Joppe

Published
2023

43. Additional Value of 3-Month Cranial Magnetic Resonance Imaging in Infants with Neonatal Encephalopathy following Perinatal Asphyxia

Author

MS Neonatologie, MS Radiologie, Circulatory Health, Child Health, Intensive care patientenzorg, Brain, Developmental Disorders, Neurologen, Regenerative Medicine and Stem Cells, Parmentier, Corline E.J., Lequin, Maarten H., Alderliesten, Thomas, Swanenburg de Veye, Henriëtte F.N., van der Aa, Niek E., Dudink, Jeroen, Benders, Manon J.N.L., Harteman, Johanna C., Koopman-Esseboom, Corine, Groenendaal, Floris, de Vries, Linda S., MS Neonatologie, MS Radiologie, Circulatory Health, Child Health, Intensive care patientenzorg, Brain, Developmental Disorders, Neurologen, Regenerative Medicine and Stem Cells, Parmentier, Corline E.J., Lequin, Maarten H., Alderliesten, Thomas, Swanenburg de Veye, Henriëtte F.N., van der Aa, Niek E., Dudink, Jeroen, Benders, Manon J.N.L., Harteman, Johanna C., Koopman-Esseboom, Corine, Groenendaal, Floris, and de Vries, Linda S.

Published
2023

44. Delayed Surgical Closure of the Patent Ductus Arteriosus: does the Brain pay the Price?

Author

MS Neonatologie, Child Health, Regenerative Medicine and Stem Cells, Brain, Intensive care patientenzorg, Circulatory Health, Lemmers, Petra, Vijlbrief, Daniel, Benders, Manon, Alderliesten, Thomas, Veldhuis, Moniek, Baerts, Wim, Koopman-Esseboom, Corine, Groenendaal, Floris, van Bel, Frank, MS Neonatologie, Child Health, Regenerative Medicine and Stem Cells, Brain, Intensive care patientenzorg, Circulatory Health, Lemmers, Petra, Vijlbrief, Daniel, Benders, Manon, Alderliesten, Thomas, Veldhuis, Moniek, Baerts, Wim, Koopman-Esseboom, Corine, Groenendaal, Floris, and van Bel, Frank

Published
2023

46. Fetal MRI of the heart and brain in congenital heart disease

Author

Moerdijk, Anouk S, primary, Claessens, Nathalie HP, additional, van Ooijen, Inge M, additional, van Ooij, Pim, additional, Alderliesten, Thomas, additional, Grotenhuis, Heynric B, additional, Bekker, MN, additional, Benders, MJNL, additional, Bohte, AE, additional, Breur, JMPJ, additional, Charisopoulou, D, additional, Clur, S-A, additional, Cornette, JMJ, additional, Fejzic, Z, additional, Franssen, MTM, additional, Frerich, S, additional, Geerdink, LM, additional, Go, ATJI, additional, Gommers, S, additional, Helbing, WA, additional, Hirsch, A, additional, Holtackers, RJ, additional, Klein, WM, additional, Krings, GJ, additional, Lamb, HJ, additional, Nijman, M, additional, Pajkrt, E, additional, Planken, RN, additional, Schrauben, EM, additional, Steenhuis, TJ, additional, ter Heide, H, additional, Vanagt, WYR, additional, van Beynum, IM, additional, van Gaalen, MD, additional, van Iperen, GG, additional, van Schuppen, J, additional, Willems, TP, additional, and Witters, I, additional

Published
2023
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49. Cerebral near infrared spectroscopy oximetry in extremely preterm infants : phase II randomised clinical trial

Author

Hyttel-Sorensen, Simon, Pellicer, Adelina, Alderliesten, Thomas, Austin, Topun, van Bel, Frank, Benders, Manon, Claris, Olivier, Dempsey, Eugene, Franz, Axel R, Fumagalli, Monica, Gluud, Christian, Grevstad, Berit, Hagmann, Cornelia, Lemmers, Petra, van Oeveren, Wim, Pichler, Gerhard, Plomgaard, Anne Mette, Riera, Joan, Sanchez, Laura, Winkel, Per, Wolf, Martin, and Greisen, Gorm

Published
2015

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