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GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction2025 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access
Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert
8citations -
Mortality Prediction in Severe Traumatic Brain Injury Using Traditional and Machine Learning Algorithms2023 Journal of Neurotrauma article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
Xiang Wu, Xiao Li Xu, Ewout Willem Steyerberg, Isabel Retel Helmrich, Fiona Elizabeth Lecky, Jianying Guo, +6 more
33citations -
Fear, Behaviour, and the COVID-19 Pandemic: A City-Scale Agent-Based Model Using Socio-Demographic and Spatial Map Data2022 Journal of Artificial Societies and Social Simulation article Mathematics COVID-19 epidemiological studies Open access
Carl Orge Retzlaff, Laura Burbach, Lilian Kojan, Patrick Halbach, Johannes Nakayama, Martina Ziefle, +1 more
14citations -
Availability of Evidence for Predictive Machine Learning Algorithms in Primary Care2024 JAMA Network Open article Medicine Artificial Intelligence in Healthcare and Education Open access
Margot M. Rakers, Marieke Meija van Buchem, Sergej Kucenko, Anne de Hond, Ilse M.J. Kant, Maarten van Smeden, +5 more
32citations -
Deep learning based automation of mean linear intercept quantification in COPD research2025 Frontiers in Big Data article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Lars Leyendecker, Anna Louisa Weltin, Florian Nienhaus, Michaela Matthey, Bastian Nießing, Daniela Wenzel, +1 more
2citations