April 24, 2025 article Open access Statistical primer: sample size considerations for developing and validating clinical prediction models European Journal of Cardio-Thoracic Surgery DOI: 10.1093/ejcts/ezaf142 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 1 stored of 20 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 A machine learning approach to predicting clinical trajectories in bipolar disorder 2026 Psychiatry Research article Medicine Bipolar Disorder and Treatment 1 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 Calculating the sample size required for developing a clinical prediction model 2020 BMJ article Mathematics Statistical Methods in Epidemiology Open access 2,902 citations Evaluation of clinical prediction models (part 1): from development to external validation 2024 BMJ article Mathematics Statistical Methods in Epidemiology Open access 737 citations Evaluation of clinical prediction models (part 3): calculating the sample size required for an external validation study 2024 BMJ article Mathematics Statistical Methods in Epidemiology Open access 185 citations Minimum sample size for developing a multivariable prediction model using multinomial logistic regression 2023 Statistical Methods in Medical Research article Mathematics Statistical Methods in Epidemiology Open access 170 citations Regression shrinkage methods for clinical prediction models do not guarantee improved performance: Simulation study 2020 Statistical Methods in Medical Research article Mathematics Statistical Methods and Inference Open access 124 citations A note on estimating the Cox‐Snell R 2 from a reported C statistic ( AUROC ) to inform sample size calculations for developing a prediction model with a binary outcome 2020 Statistics in Medicine article Mathematics Statistical Methods in Epidemiology Open access 69 citations 6 results