January 01, 2026 article Open access Can we predict sleep health based on brain features? A large-scale machine learning study using the UK Biobank Brain Communications DOI: 10.1093/braincomms/fcag016 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 2 References 6 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 Distinct Convergent Brain Alterations in Sleep Disorders and Sleep Deprivation 2025 JAMA Psychiatry article Neuroscience Sleep and Wakefulness Research Open access 41 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 Local synchronicity in dopamine-rich caudate nucleus influences Huntington’s disease motor phenotype 2023 Brain article Neuroscience Genetic Neurodegenerative Diseases 23 citations Accurate sex prediction of cisgender and transgender individuals without brain size bias 2023 Scientific Reports article Medicine Sex and Gender in Healthcare Open access 23 citations Brain-based classification of youth with anxiety disorders: transdiagnostic examinations within the ENIGMA-Anxiety database using machine learning 2024 Nature Mental Health article Psychology Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes Open access 12 citations Genome-wide association analysis of composite sleep health scores in 413,904 individuals 2024 medRxiv preprint Psychology Sleep and related disorders Open access 4 citations 6 results