Papers matching “model interpretability” 1,378
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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
5citations -
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 -
Explainability of a Deep Learning Based Classification Model for ANCA-Associated Glomerulonephritis2022 Journal of the American Society of Nephrology article Computer Science Explainable Artificial Intelligence (XAI)
Maria A.C. Wester Trejo, Maryam Sadeghi, Shivam Singh, Andreas Kronbichler, Vladimı́r Tesař, Xavier Puéchal, +1 more
0citations -
Evaluation of Machine Learning Model Performance in Diabetic Foot Ulcer: Retrospective Cohort Study2025 JMIR Medical Informatics article Medicine Diabetic Foot Ulcer Assessment and Management Open access
Veerle van Velze, Hendrico L Burger, Tim J. van der Steenhoven, Hani Alers, Lauren N. Goncalves, Daniël Eefting, +9 more
2citations -
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
0citations -
Comparing findings from the random‐intercept cross‐lagged panel model and the monozygotic twin difference cross‐lagged panel model: Maladaptive parenting and offspring emotional and behavioural problems2023 JCPP Advances article Psychology Child and Adolescent Psychosocial and Emotional Development Open access
Marie‐Louise J. Kullberg, Charlotte C. van Schie, Andrea G. Allegrini, Yasmin Iona Ahmadzadeh, Daniel L. Wechsler, Bernet M. Elzinga, +1 more
10citations -
Model fit is a fallible indicator of model quality in quantitative psychopathology research: A reply to Bader and Moshagen.2022 Journal of Psychopathology and Clinical Science article Decision Sciences Psychometric Methodologies and Testing Open access
Ashley Lauren Greene, Nicholas R. Eaton, Miriam K. Forbes, Eiko I. Fried, Ashley L. Watts, Roman Kotov, +1 more
25citations -
Automated model discovery for human cardiac tissue: Discovering the best model and parameters2024 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access
Denisa Martonová, Mathias Peirlinck, Kevin Linka, Gerhard A. Holzapfel, Sigrid Leyendecker, Ellen Kuhl
46citations -
Key Aspects of Prognostic Model Development and Interpretation From a Clinical Perspective2021 JAMA Otolaryngology–Head & Neck Surgery article Mathematics Statistical Methods in Epidemiology
Arta Hoesseini, Nikki van Leeuwen, Aniel Sewnaik, Ewout Willem Steyerberg, Robert J. Baatenburg de Jong, Hester Floor Lingsma, +1 more
40citations -
Concept-based AI interpretability in physiological time-series data: Example of abnormality detection in electroencephalography2024 Computer Methods and Programs in Biomedicine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Alexander Brenner, Felix Knispel, Florian P. Fischer, Peter Rossmanith, Yvonne G. Weber, Henner Koch, +3 more
13citations -
Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence
Professor Gary S. Collins, Paula Dhiman, Constanza L. Andaur Navarro, Jie Ma, Lotty Hooft, Johannes B. Reitsma, +7 more
844citations