February 25, 2026 article Open access Applying machine-learning and deep-learning to predict depression from brain MRI and identify depression-related brain biology Translational Psychiatry DOI: 10.1038/s41398-026-03889-8 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 4 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 The Medical Segmentation Decathlon 2022 Nature Communications article Computer Science Medical Image Segmentation Techniques Open access cited by 5 patents 1,340 citations ENIGMA MDD: seven years of global neuroimaging studies of major depression through worldwide data sharing 2020 Translational Psychiatry article Neuroscience Functional Brain Connectivity Studies Open access 242 citations Multi-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures 2024 Scientific Reports article Medicine Treatment of Major Depression Open access 36 citations Classification of major depressive disorder using vertex-wise brain sulcal depth, curvature, and thickness with a deep and a shallow learning model 2025 Molecular Psychiatry article Medicine Treatment of Major Depression Open access 4 citations 4 results