January 01, 2026 article Open access Advances in Machine Learning for the Identification and Phenoconversion Prediction of Isolated Rapid Eye Movement Sleep Behavior Disorder Advances in Clinical Medicine DOI: 10.12677/acm.2026.1693044 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 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 Calculating the sample size required for developing a clinical prediction model 2020 BMJ article Mathematics Statistical Methods in Epidemiology Open access 2,902 citations Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI 2022 Nature Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access cited by 1 patent 900 citations Evaluation of performance measures in predictive artificial intelligence models to support medical decisions: overview and guidance 2025 The Lancet Digital Health article Medicine Artificial Intelligence in Healthcare and Education Open access 107 citations 4 results