September 11, 2026 article Open access Ten key considerations for developing interpretable risk prediction models Frontiers in Bioinformatics DOI: 10.3389/fbinf.2026.1878681 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 References 4 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods 2024 BMJ article Decision Sciences Meta-analysis and systematic reviews Open access cited by 3 patents 3,889 citations External validation of prognostic models: what, why, how, when and where? 2020 Clinical Kidney Journal article Mathematics Statistical Methods in Epidemiology Open access 880 citations Understanding random resampling techniques for class imbalance correction and their consequences on calibration and discrimination of clinical risk prediction models 2024 Journal of Biomedical Informatics article Computer Science Imbalanced Data Classification Techniques Open access 42 citations Unbiased identification of risk factors for invasive Escherichia coli disease using machine learning 2024 BMC Infectious Diseases article Computer Science Machine Learning in Healthcare Open access 7 citations 4 results