August 31, 2018 article Open access Using structural MRI to identify bipolar disorders – 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group Molecular Psychiatry DOI: 10.1038/s41380-018-0228-9 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 8 stored of 182 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 Machine learning reveals sex differences in distinguishing between conduct-disordered and neurotypical youth based on emotion processing dysfunction 2025 BMC Psychiatry article Psychology Psychopathy, Forensic Psychiatry, Sexual Offending Open access 2 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 Neuroimaging-based classification of PTSD using data-driven computational approaches: A multisite big data study from the ENIGMA-PGC PTSD consortium 2023 NeuroImage article Psychology Posttraumatic Stress Disorder Research Open access 22 citations Multimodal Imaging-Based Classification of PTSD Using Data-Driven Computational Approaches: A Multisite Big Data Study from the ENIGMA-PGC PTSD Consortium 2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Psychology Posttraumatic Stress Disorder Research Open access 0 citations Brain-Based Classification of Youth with Anxiety Disorders: an ENIGMA-ANXIETY Transdiagnostic Examination using Machine Learning 2022 preprint Psychology Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes Open access 0 citations Mega‐analysis methods in ENIGMA : The experience of the generalized anxiety disorder working group 2020 Human Brain Mapping article Neuroscience Functional Brain Connectivity Studies Open access 82 citations ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries 2020 Translational Psychiatry article Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology Open access 656 citations Mega-Analysis Methods in ENIGMA: The Experience of the Generalized Anxiety Disorder Working Group 2020 preprint Neuroscience Functional Brain Connectivity Studies 14 citations 8 results References 0