June 01, 2022 article Open access A scoping methodological review of simulation studies comparing statistical and machine learning approaches to risk prediction for time-to-event data Diagnostic and Prognostic Research DOI: 10.1186/s41512-022-00124-y Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 21 References 3 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 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 Survival prediction models since liver transplantation - comparisons between Cox models and machine learning techniques 2020 BMC Medical Research Methodology article Health Professions Artificial Intelligence in Healthcare Open access 80 citations Predictive performance of machine and statistical learning methods: Impact of data-generating processes on external validity in the “large N, small p” setting 2021 Statistical Methods in Medical Research article Health Professions Artificial Intelligence in Healthcare Open access 78 citations 3 results