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Counterfactual Diffusion Models for Interpretable Morphology-based Explanations of Artificial Intelligence Models in Pathology2025 RWTH Publications (RWTH Aachen) article Computer Science Explainable Artificial Intelligence (XAI) Open access
Laura Žigutytė, Tim Lenz, Tianyu Han, Katherine J. Hewitt, Nic G. Reitsam, Sebastian Foersch, +5 more
0citations -
Leveraging large language models for enhanced process model comprehension2025 Decision Support Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access
Humam Kourani, Alessandro Berti, Jasmin Hennrich, Wolfgang Kratsch, Robin Weidlich, Chiao-Yun Li, +3 more
8citations -
Coupled atmospHere Interior modeL Intercomparison (CHILI)—Protocol Version 1.0: A CUISINES Intercomparison Project of Magma Ocean Models2026 The Planetary Science Journal article Physics and Astronomy Astro and Planetary Science Open access
Tim Lichtenberg, Laura Schaefer, Joshua Krissansen‐Totton, Yamila Miguel, Denis E. Sergeev, Philipp Baumeister, +19 more
3citations -
Interpretable deep learning model to predict the molecular classification of endometrial cancer from haematoxylin and eosin-stained whole-slide images: a combined analysis of the PORTEC randomised trials and clinical cohorts
Sarah Volinsky-Fremond, Sonali Andani, Jurriaan Barkey Wolf, Jouke Dijkstra, Sinead Melsbach, Jan J. Jobsen, +18 more
134citations -
Development and evaluation of regression tree models for predicting in-hospital mortality of a national registry of COVID-19 patients over six pandemic surges2024 BMC Medical Informatics and Decision Making article Medicine COVID-19 Clinical Research Studies Open access
Martijn C. Schut, Dave Anton Dongelmans, Dylan W. de Lange, Sylvia Brinkman, D.P. Verbiest, Leo F te Velde, +66 more
5citations -
Inelastic Constitutive Kolmogorov–Arnold Networks: A generalized framework for automated discovery of interpretable inelastic material models2026 International Journal of Engineering Science article Materials Science Machine Learning in Materials Science Open access
Chenyi Ji, Kian P. Abdolazizi, Hagen Holthusen, Christian Johannes Cyron, Kevin Linka
0citations -
Interpretable machine learning for identifying ICU readmission risk in subgroups with probabilistic rules2025 Journal of the American Medical Informatics Association article Computer Science Machine Learning in Healthcare Open access
Lincen Yang, Siri Lise van der Meijden, M. Sesmu Arbous, Matthijs van Leeuwen
1citations -
Survival prediction models since liver transplantation - comparisons between Cox models and machine learning techniques2020 BMC Medical Research Methodology article Health Professions Artificial Intelligence in Healthcare Open access
Georgios Kantidakis, Hein Putter, Carlo Lancia, Jacob D. de Boer, Andries Erik Braat, Marta F. Fiocco
80citations -
Gradient Information and Regularization for Gene Expression Programming to Develop Data-Driven Physics Closure Models2024 Flow Turbulence and Combustion article Computer Science Evolutionary Algorithms and Applications Open access
Fabian Waschkowski, Haochen Li, Abhishek J. Deshmukh, Temistocle Grenga, Yaomin Zhao, Heinz G. Pitsch, +2 more
3citations -
Is Ockham’s razor losing its edge? New perspectives on the principle of model parsimony2025 Proceedings of the National Academy of Sciences article Arts and Humanities Philosophy and History of Science Open access
Marina Dubova, Suyog Chandramouli, Gerd Gigerenzer, Peter Grünwald, William R. Holmes, Tania Lombrozo, +9 more
27citations