Automatic Classification of General Movements in Newborns

Authors: Chopard, Daphné, Laguna, Sonia, Chin-Cheong, Kieran, Dietz, Annika, Badura, Anna, Wellmann, Sven, Vogt, Julia E.

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2411.09821

Outcomes truncated by death in RCTs: a simulation study on the survivor average causal effect

Authors: von Felten, Stefanie, Vanetta, Chiara, Rüegger, Christoph M., Wellmann, Sven, Held, Leonhard

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/2312.11991

Learning Medical Risk Scores for Pediatric Appendicitis

Authors: Aparicio, Pedro Roig, Marcinkevics, Ricards, Wolfertstetter, Patricia Reis, Wellmann, Sven, Knorr, Christian, Vogt, Julia E.

Source: 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) ICMLA Machine Learning and Applications (ICMLA), 2021 20th IEEE International Conference on. :1507-1512 Dec, 2021

Relation: 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)

Interpretable and intervenable ultrasonography-based machine learning models for pediatric appendicitis

Authors: Marcinkevičs, Ričards, Wolfertstetter, Patricia Reis, Klimiene, Ugne, Chin-Cheong, Kieran, Paschke, Alyssia, Zerres, Julia, Denzinger, Markus, Niederberger, David, Wellmann, Sven, Ozkan, Ece, Knorr, Christian, Vogt, Julia E.

Source: Medical Image Analysis, 91, 103042 (2024)

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition, Electrical Engineering and Systems Science - Image and Video Processing, Statistics - Applications

Access URL: http://arxiv.org/abs/2302.14460

Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models

Authors: Ryser, Alain, Manduchi, Laura, Laumer, Fabian, Michel, Holger, Wellmann, Sven, Vogt, Julia E.

Source: Proceedings of the 7th Machine Learning for Healthcare Conference, PMLR 182:425-458, 2022

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Statistics - Computation, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2206.15316

Interpretable Prediction of Pulmonary Hypertension in Newborns using Echocardiograms

Authors: Ragnarsdottir, Hanna, Manduchi, Laura, Michel, Holger, Laumer, Fabian, Wellmann, Sven, Ozkan, Ece, Vogt, Julia

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2203.13038

Deep Conditional Gaussian Mixture Model for Constrained Clustering

Authors: Manduchi, Laura, Chin-Cheong, Kieran, Michel, Holger, Wellmann, Sven, Vogt, Julia E.

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2106.06385

Deep Learning Based Prediction of Pulmonary Hypertension in Newborns Using Echocardiograms.

Authors: Ragnarsdottir, Hanna¹, Ozkan, Ece², eoezkan@mit.edu, Michel, Holger³, Chin-Cheong, Kieran¹, Manduchi, Laura¹, Wellmann, Sven³, Vogt, Julia E.¹, julia.vogt@inf.ethz.ch

Source: International Journal of Computer Vision; Jul2024, Vol. 132 Issue 7, p2567-2584, 18p

Serum neurofilament light chain reference database for individual application in paediatric care: a retrospective modelling and validation study

Authors: Abdelhak, Ahmed, Petermeier, Franziska, Benkert, Pascal, Schädelin, Sabine, Oechtering, Johanna, Maleska Maceski, Aleksandra, Kabesch, Michael, Geis, Tobias, Laub, Otto, Leipold, Georg, Gobbi, Claudio, Zecca, Chiara, Green, Ari, Tumani, Hayrettin, Willemse, Eline, Wiendl, Heinz, Granziera, Cristina, Kappos, Ludwig, Leppert, David, Waubant, Emmanuelle, Wellmann, Sven, Kuhle, Jens

Source: Lancet neurology. 22(9):826-833

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100195744425.0x000001&indx=1&recIds=ETOCvdc_100195744425.0x000001

Serum Neurofilament light chain (NfL) levels in children with and without neurologic diseases

Authors: Geis, Tobias, Gutzeit, Svena, Fouzas, Sotiris, Ambrosch, Andreas, Benkert, Pascal, Kuhle, Jens, Wellmann, Sven

Source: European journal of paediatric neurology. 45:9-13

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100194503140.0x000001&indx=1&recIds=ETOCvdc_100194503140.0x000001

Management of preterm labor: Clinical practice guideline and recommendation by the WAPM-World Association of Perinatal Medicine and the PMF-Perinatal Medicine Foundation

Authors: Dagklis, Themistoklis, Akolekar, Ranjit, Villalain, Cecilia, Tsakiridis, Ioannis, Kesrouani, Assaad, Tekay, Aydin, Plasencia, Walter, Wellmann, Sven, Kusuda, Satoshi, Jekova, Nelly, Prefumo, Federico, Volpe, Nicola, Chaveeva, Petya, Allegaert, Karel, Khalil, Asma, Sen, Cihat

Source: In European Journal of Obstetrics & Gynecology and Reproductive Biology December 2023 291:196-205

Vaginal Delivery Is Associated with Neurochemical Evidence of Increased Neuroaxonal Remodelling in Infants from the KUNO-Kids Health Study: Cross-Sectional Analysis

Authors: Kürner, Katja, Goeral, Katharina, Atkinson, Andrew, Brandstetter, Susanne, Toncheva, Antoaneta A., Kabesch, Michael, Apfelbacher, Christian, Melter, Michael, Seelbach-Göbel, Birgit, Berger, Angelika, Kuhle, Jens, Wellmann, Sven

Source: Neonatology. 119(6):769-776

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100167666520.0x000001&indx=1&recIds=ETOCvdc_100167666520.0x000001

Mismatch response in preterm and asphyxic neonates: a functional electrophysiological investigation of attention and habituation

Authors: Depoorter, Antoinette, Herrmann, Katharina, Früh, Julia, Schulzke, Sven, Wellmann, Sven, Weber, Peter

Source: Journal of maternal-fetal & neonatal medicine. 35(25):5864-5871

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100167102760.0x000001&indx=1&recIds=ETOCvdc_100167102760.0x000001

Assessing accuracy of BiliPredics algorithm in predicting individual bilirubin progression in neonates—results from a prospective multi-center study.

Authors: Steffens, Britta, Koch, Gilbert, Engel, Corinna, Franz, Axel R., Pfister, Marc, Wellmann, Sven

Source: Frontiers in Digital Health; 2025, p1-10, 10p

Serum neurofilament light chain for individual prognostication of disease activity in people with multiple sclerosis: a retrospective modelling and validation study

Authors: Aeschbacher, Stefanie, Barakovic, Muhamed, Buser, Andreas, Chan, Andrew, Disanto, Giulio, D'Souza, Marcus, Du Pasquier, Renaud, Findling, Oliver, Galbusera, Riccardo, Hrusovsky, Kevin, Khalil, Michael, Lorscheider, Johannes, Mathias, Amandine, Orleth, Annette, Radue, Ernst-Wilhelm, Rahmanzadeh, Reza, Sinnecker, Tim, Subramaniam, Suvitha, Vehoff, Jochen, Wellmann, Sven, Wuerfel, Jens, Zecca, Chiara, Benkert, Pascal, Meier, Stephanie, Schaedelin, Sabine, Manouchehrinia, Ali, Yaldizli, Özgür, Maceski, Aleksandra, Oechtering, Johanna, Achtnichts, Lutz, Conen, David, Derfuss, Tobias, Lalive, Patrice H, Mueller, Christian, Müller, Stefanie, Naegelin, Yvonne, Oksenberg, Jorge R, Pot, Caroline, Salmen, Anke, Willemse, Eline, Kockum, Ingrid, Blennow, Kaj, Zetterberg, Henrik, Gobbi, Claudio, Kappos, Ludwig, Wiendl, Heinz, Berger, Klaus, Sormani, Maria Pia, Granziera, Cristina, Piehl, Fredrik, Leppert, David, Kuhle, Jens ^*

Source: In The Lancet Neurology March 2022 21(3):246-257

Improving Neonatal and Maternal Outcome by Inducing Mild Labor before Elective Cesarean Section: The Lacarus Randomized Controlled Trial

Authors: Wellmann, Sven, Manegold-Brauer, Gwendolin, Fischer, Tina, Schäffer, Leonhard, Gaertner, Vincent D., Malfertheiner, Sara Fill, Burkhardt, Tilo

Source: Neonatology. 118(1):116-121

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100117388520.0x000001&indx=1&recIds=ETOCvdc_100117388520.0x000001

Meeting the need for effective and standardized neonatology training: a pan-European Master's Curriculum.

Authors: Santoro, Deanna, Zibulsky, Devin A., Roehr, Charles C., Langhammer, Florian, Vento, Max, Szczapa, Tomasz, Fauchère, J.-C., Dimitriou, Gabriel, Rabe, Heike, Mader, Silke, Zimmermann, Luc J. I., Murray, Deirdre M., Smith, Susan, Hall, Mike, Künzel, Manfred, Wellmann, Sven

Source: Pediatric Research; Oct2024, Vol. 96 Issue 5, p1195-1200, 6p

Early childhood allergy prevention behaviors: Trends in Germany from 2015 to 2020

Authors: Pawellek, Maja, Köninger, Angela, Melter, Michael, Kabesch, Michael, Apfelbacher, Christian, Brandstetter, Susanne, Ambrosch, Andreas, Arndt, Petra A., Baessler, Andrea, Berneburg, Mark, Böse‐O'Reilly, Stephan, Brunner, Romuald, Malfertheiner, Sara Fill, Franke, André, Häusler, Sebastian, Heid, Iris, Heinze, Stefanie, Högler, Wolfgang, Kerzel, Sebastian, Koller, Michael, Leitzmann, Michael, Lennon, Áine, Rothfuß, David, Rösch, Wolfgang, Schaub, Bianca, Weidinger, Stephan, Wellmann, Sven

Source: Pediatric allergy and immunology. 34(4)

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100185493377.0x000001&indx=1&recIds=ETOCvdc_100185493377.0x000001

Personalized weight change prediction in the first week of life

Authors: Wilbaux, Mélanie, Kasser, Severin, Gromann, Julia, Mancino, Isabella, Coscia, Tania, Lapaire, Olav, van den Anker, Johannes N., Pfister, Marc, Wellmann, Sven

Source: In Clinical Nutrition April 2019 38(2):689-696

Successful containment of Covid‐19 outbreak in a large maternity and perinatal center while continuing clinical service

Authors: Kabesch, Michael, Roth, Samra, Brandstetter, Susanne, Häusler, Sebastian, Juraschko, Eva, Weigl, Marco, Wellmann, Sven, Lang, Thomas, Schmidt, Barbara, Salzberger, Bernd, Ambrosch, Andreas, Kalaycı, Ömer

Source: Pediatric allergy and immunology. 31(5):560-564

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100124242607.0x000001&indx=1&recIds=ETOCvdc_100124242607.0x000001