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Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands2022 International Journal of Medical Informatics article Computer Science Machine Learning in Healthcare Open access
Iacopo Vagliano, Sylvia Brinkman, Ameen Abu–Hanna, M. Sesmu Arbous, Dave Anton Dongelmans, Paul Elbers, +3 more
13citations -
OCCUQ: Exploring Efficient Uncertainty Quantification for 3D Occupancy Prediction2025 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Computer Science Adversarial Robustness in Machine Learning Open access
Severin Heidrich, Till Beemelmanns, Bastian Leibe, Lutz Eckstein
3citations -
Integrity-based Explanations for Fostering Appropriate Trust in AI Agents2023 ACM Transactions on Interactive Intelligent Systems article Computer Science Explainable Artificial Intelligence (XAI) Open access
Siddharth Mehrotra, Carolina Centeio Jorge, Catholijn M. Jonker, Myrthe Lotte Tielman
49citations -
Mining the contribution of intensive care clinical course to outcome after traumatic brain injury2023 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access
Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia A. I. Åkerlund, Lindsay Wilson, Robert David Stevens, David Krishna Menon, +3 more
2citations -
AI Species Identification Using Image and Sound Recognition for Citizen Science, Collection Management and Biomonitoring: From Training Pipeline to Large-Scale Models2024 Biodiversity Information Science and Standards article Computer Science Advanced Neural Network Applications Open access
Laurens Hogeweg, Django Brunink, Khadija Ezzaki-Chokri, Wilfred Gerritsen, Rita Pucci, Burooj Ghani, +2 more
3citations -
3D Point Cloud Compression with Recurrent Neural Network and Image Compression Methods2022 IEEE Intelligent Vehicles Symposium conference-paper Computer Science Advanced Data Compression Techniques Open access
Till Beemelmanns, Yuchen Tao, Bastian Lampe, Lennart Reiher, Raphael van Kempen, Timo Woopen, +1 more
11citations -
Dynamic prediction of mortality in COVID-19 patients in the intensive care unit: A retrospective multi-center cohort study2022 Intelligence-Based Medicine article Computer Science Machine Learning in Healthcare Open access
Jim M Smit, Jesse H. Krijthe, Henrik Endeman, Andrei N. Tintu, Yolanda B. de Rijke, Diederik A M P J Gommers, +37 more
6citations -
A comparison of modeling approaches for static and dynamic prediction of central-line bloodstream infections using electronic health records (part 1): regression models2025 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access
Shan Gao, Elena Albu, Hein Putter, Pieter Stijnen, Frank E Rademakers, Veerle Cossey, +4 more
2citations