August 06, 2022 review Open access Can we predict who will benefit from cognitive-behavioural therapy? A systematic review and meta-analysis of machine learning studies Clinical Psychology Review DOI: 10.1016/j.cpr.2022.102193 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 5 stored of 76 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 Development and validation of a machine learning model to predict cognitive behavioral therapy outcome in obsessive-compulsive disorder using clinical and neuroimaging data 2025 Journal of Affective Disorders article Psychology Obsessive-Compulsive Spectrum Disorders Open access 6 citations Development and validation of a machine learning model to predict cognitive behavioral therapy outcome in obsessive-compulsive disorder using clinical and neuroimaging data 2025 medRxiv preprint Psychology Obsessive-Compulsive Spectrum Disorders Open access 0 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 Treatment Course Comparison Between Anxiety-Related Disorders in Adult Outpatients 2023 The Journal of Nervous and Mental Disease article Psychology Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes Open access 1 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 5 results References 2 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 promise of machine learning in predicting treatment outcomes in psychiatry 2021 World Psychiatry article Computer Science Machine Learning in Healthcare Open access 524 citations Prediction, Not Association, Paves the Road to Precision Medicine 2020 JAMA Psychiatry article Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology 123 citations 2 results