Papers matching “machine learning classifiers” 12
Not finding it? Sign in to also search OpenAlex live.
-
Machine learning reveals sex differences in distinguishing between conduct-disordered and neurotypical youth based on emotion processing dysfunction2025 BMC Psychiatry article Psychology Psychopathy, Forensic Psychiatry, Sexual Offending Open access
Gregor Kohls, Erik M. Elster, Peter Tiňo, Graeme F. Fairchild, Arne Popma, Christine Margarete Freitag, +3 more
2citations -
Machine learning classification of conduct disorder with high versus low levels of callous-unemotional traits based on facial emotion recognition abilities2021 European Child & Adolescent Psychiatry article Psychology Psychopathy, Forensic Psychiatry, Sexual Offending Open access
Ruth Pauli, Gregor Kohls, Peter Tiňo, Jack C Rogers, Sarah Baumann, Katharina Ackermann, +21 more
14citations -
Predicting cognitive-behavioral therapy outcomes in obsessive-compulsive disorder from inhibitory control neural activity: A mega-analysis and machine learning study from the ENIGMA-OCD consortium2026 European Neuropsychopharmacology article Psychology Obsessive-Compulsive Spectrum Disorders Open access
Nadža Džinalija, Odile A. van den Heuvel, H. Blair Simpson, Iliyan Ivanov, Pino Alonso, Sara Bertolín, +20 more
0citations -
Development and validation of a machine learning model to predict cognitive behavioral therapy outcome in obsessive-compulsive disorder using clinical and neuroimaging data2025 Journal of Affective Disorders article Psychology Obsessive-Compulsive Spectrum Disorders Open access
Laurens A. van de Mortel, Willem B. Bruin, Pino Alonso, Sara Bertolín, Jamie D. Feusner, Joyce Y. Guo, +16 more
6citations -
Brain-Based Classification of Youth with Anxiety Disorders: an ENIGMA-ANXIETY Transdiagnostic Examination using Machine Learning2022 preprint Psychology Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes Open access
Willem B. Bruin, Paul Zhutovsky, Guido Alexander van Wingen, Janna Marie Bas‐Hoogendam, Nynke A. Groenewold, Kevin Hilbert, +90 more
0citations -
Predicting the naturalistic course in anxiety disorders using clinical and biological markers: a machine learning approach2020 Psychological Medicine article Psychology Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes Open access
Wicher A. Bokma, Paul Zhutovsky, Erik J. Giltay, Robert A. Schoevers, Brenda W.J.H. Penninx, Anton J.L.M. van Balkom, +2 more
34citations -
Positive and negative parenting in conduct disorder with high versus low levels of callous–unemotional traits2020 Development and Psychopathology article Psychology Psychopathy, Forensic Psychiatry, Sexual Offending Open access
Ruth Pauli, Peter Tiňo, Jack C Rogers, Rosalind Baker, Roberta L. Clanton, Philippa Birch, +35 more
34citations
12 results