December 19, 2025 article Open access Sequential sample size calculations and learning curves safeguard the robust development of a clinical prediction model for individuals Journal of Clinical Epidemiology DOI: 10.1016/j.jclinepi.2025.112117 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 1 stored of 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 Estimating the Sample Size Required to Minimize Model Uncertainty Across Different Risk Profiles 2026 ACM Conference on Fairness, Accountability, and Transparency (FAccT) conference-paper Mathematics Statistical Methods in Epidemiology Open access 0 citations 1 result References 6 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 Understanding overfitting in random forest for probability estimation: a visualization and simulation study 2024 Diagnostic and Prognostic Research article Mathematics Statistical Methods and Inference Open access 149 citations Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review 2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access 138 citations Reporting of prognostic clinical prediction models based on machine learning methods in oncology needs to be improved 2021 Journal of Clinical Epidemiology article Decision Sciences Meta-analysis and systematic reviews Open access 110 citations Risk of bias of prognostic models developed using machine learning: a systematic review in oncology 2022 Diagnostic and Prognostic Research review Mathematics Statistical Methods in Epidemiology Open access 80 citations Adaptive sample size determination for the development of clinical prediction models 2021 Diagnostic and Prognostic Research article Mathematics Statistical Methods in Epidemiology Open access 38 citations 6 results