January 22, 2026 article Open access Practical guidance for validating the predictive performance in the presence of missing data: a guide for the clinical researcher Journal of Clinical Epidemiology DOI: 10.1016/j.jclinepi.2026.112159 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 Evaluation of clinical prediction models (part 1): from development to external validation 2024 BMJ article Mathematics Statistical Methods in Epidemiology Open access 737 citations Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review 2022 npj Digital Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access 501 citations A comparison of hyperparameter tuning procedures for clinical prediction models: A simulation study 2024 Statistics in Medicine article Mathematics Statistical Methods and Inference Open access 35 citations Construction and assessment of prediction rules for binary outcome in the presence of missing predictor data using multiple imputation and cross‐validation: Methodological approach and data‐based evaluation 2020 Biometrical Journal article Mathematics Statistical Methods and Bayesian Inference Open access cited by 2 patents 20 citations 4 results