June 02, 2022 dissertation Open access Prediction models, machine learning and missing data DOI: 10.33540/1375 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 References 8 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 Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal 2020 BMJ review Medicine COVID-19 Clinical Research Studies Open access cited by 14 patents 3,076 citations Calculating the sample size required for developing a clinical prediction model 2020 BMJ article Mathematics Statistical Methods in Epidemiology Open access 2,902 citations 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 2021 BMJ Open article Decision Sciences Meta-analysis and systematic reviews Open access cited by 1 patent 844 citations Informative missingness in electronic health record systems: the curse of knowing 2020 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access 133 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 Predictive value of traditional risk factors for cardiovascular disease in older people: A systematic review 2020 Preventive Medicine review Medicine Cardiovascular Health and Risk Factors Open access 72 citations A cautionary note on the use of the missing indicator method for handling missing data in prediction research 2020 Journal of Clinical Epidemiology article Mathematics Statistical Methods and Bayesian Inference Open access 32 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 8 results