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Predicting responders to prone positioning in mechanically ventilated patients with COVID-19 using machine learning2022 Annals of Intensive Care article Medicine Respiratory Support and Mechanisms Open access cited by 1 patent
Tariq A. Dam, Luca F. Roggeveen, Fuda van Diggelen, Lucas M. Fleuren, Ameet R. Jagesar, Martijn Otten, +92 more
14citations -
Predicting neurological outcomes following spinal surgery: A machine learning approach using intraoperative neuromonitoring data2026 North American Spine Society Journal (NASSJ) article Medicine Intraoperative Neuromonitoring and Anesthetic Effects Open access
Tamir Themans, Paula Valerie ter Wengel, Saskia van der Gaag, Justin Dauwels, Mark van de Ruit, Niels Anthony Van Der Gaag
0citations -
Advancing RemoTAP: A Deep Learning Framework for Predictive Dynamic Quality Assessment in Multi-Angle Polarimetry2026 EGU General Assembly Conference Abstracts conference-abstract Environmental Science Atmospheric aerosols and clouds Open access
Piyushkumar N. Patel, Bastiaan van Diedenhoven, Otto Hasekamp, Guangliang Fu
0citations -
Multimodal integration of longitudinal noninvasive diagnostics for survival prediction in immunotherapy using deep learning2025 Journal of the American Medical Informatics Association article Computer Science Machine Learning in Healthcare Open access
Melda Yeghaian, Zuhir Bodalal, Daan van den Broek, John B.A.G. Haanen, Regina G. H. Beets‐Tan, Stefano Trebeschi, +1 more
16citations -
Challenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach2021 ACM Journal on Emerging Technologies in Computing Systems article Computer Science Physical Unclonable Functions (PUFs) and Hardware Security Open access
Dominik Šišejković, Farhad Merchant, Lennart M. Reimann, Ahmed Hallawa, Rainer Leupers
85citations -
Climate change threatens native potential agroforestry plant species in Brazil2022 Scientific Reports article Environmental Science Species Distribution and Climate Change Open access
Valdeir Pereira Lima, Renato A. Ferreira de Lima, Fernando Joner, Ilyas Siddique, Niels Raes, Hans ter Steege
49citations -
Global Sensitivity Analysis to Improve Geomechanical Stress Characterizations Using Physics-Based Machine Learning Models2025 EGU General Assembly Conference Abstracts conference-abstract Physics and Astronomy Model Reduction and Neural Networks Open access
Racha Achour, Denise Degen, Moritz Ziegler, Oliver Heidbach, Andreas Henk, Karsten Reiter, +2 more
0citations -
Toward an Integrated Machine Learning Model of a Proteomics Experiment2023 Journal of Proteome Research article Chemistry Advanced Proteomics Techniques and Applications Open access
Benjamin A. Neely, Viktoria Dorfer, Lennart Martens, Isabell Bludau, Robbin Bouwmeester, Sven Degroeve, +12 more
74citations -
An interpretable machine learning framework with data-informed imaging biomarkers for diagnosis and prediction of Alzheimer’s disease2026 Computerized Medical Imaging and Graphics article Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Bo Li, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Huiberdina L. Koek, +6 more
8citations -
Hybrid Reinforcement Learning and Model Predictive Control for Adaptive Control of Hydrogen-Diesel Dual-Fuel Combustion2025 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access
Julian Bedei, Alexander Winkler, Murray McBain, Charles Robert Koch, David C. Gordon
2citations