June 29, 2026 article Open access Identifying predictors of student depression through validated machine learning pipelines Frontiers in Medicine DOI: 10.3389/fmed.2026.1864665 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 External validation of prognostic models: what, why, how, when and where? 2020 Clinical Kidney Journal article Mathematics Statistical Methods in Epidemiology Open access 880 citations The promise of machine learning in predicting treatment outcomes in psychiatry 2021 World Psychiatry article Computer Science Machine Learning in Healthcare Open access 524 citations Fast and Informative Model Selection Using Learning Curve Cross-Validation 2023 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Machine Learning and Data Classification Open access cited by 2 patents 63 citations Building an early warning system for depression: Rationale, objectives, and methods of the WARN-D study 2023 Clinical Psychology in Europe article Psychology Mental Health Research Topics Open access 47 citations 4 results