July 30, 2026 article Open access Development and internal validation of machine learning models for gouty arthritis classification using routine clinical variables: a retrospective study Frontiers in Medicine DOI: 10.3389/fmed.2026.1869807 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 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 Addressing Missingness in Predictive Models That Use Electronic Health Record Data 2025 Annals of Internal Medicine article Computer Science Machine Learning in Healthcare Open access 7 citations 4 results