Publications of David Popovic
All genres
Journal Article (13)
2024
Journal Article
Who is at risk for weight gain after weight-gain associated treatment with antipsychotics, antidepressants, and mood stabilizers: A machine learning approach. ACTA PSYCHIATRICA SCANDINAVICA (2024)
2023
Journal Article
14-2023, 1001085 (2023)
Patterns of risk—Using machine learning and structural neuroimaging to identify pedophilic offenders. Frontiers in Psychiatry
Journal Article
8 (12), pp. 1207 - 1217 (2023)
Structural and Functional Brain Patterns Predict Formal Thought Disorder's Severity and Its Persistence in Recent-Onset Psychosis: Results From the PRONIA Study. BIOLOGICAL PSYCHIATRY-COGNITIVE NEUROSCIENCE AND NEUROIMAGING
Journal Article
Deconstructing depression by machine learning: the POKAL-PSY study. EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE (2023)
Journal Article
Effects of Substance Use and Antisocial Personality on Neuroimaging-Based Machine Learning Prediction of Schizophrenia. SCHIZOPHRENIA BULLETIN (2023)
2022
Journal Article
Clinical, Brain, and Multilevel Clustering in Early Psychosis and Affective Stages. JAMA PSYCHIATRY (2022)
2021
Journal Article
The clinical relevance of formal thought disorder in the early stages of psychosis: results from the PRONIA study. EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE (2021)
Journal Article
78 (2), pp. 195 - 209 (2021)
Multimodal Machine Learning Workflows for Prediction of Psychosis in Patients With Clinical High-Risk Syndromes and Recent-Onset Depression. JAMA PSYCHIATRY
Journal Article
78 (2), pp. 195 - 209 (2021)
Multimodal Machine Learning Workflows for Prediction of Psychosis in Patients With Clinical High-Risk Syndromes and Recent-Onset Depression. JAMA PSYCHIATRY
Journal Article
271 (5), pp. 891 - 902 (2021)
Classical blood biomarkers identify patients with higher risk for relapse 6 months after alcohol withdrawal treatment. EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE 2020
Journal Article
Classical blood biomarkers identify patients with higher risk for relapse 6 months after alcohol withdrawal treatment. EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE (2020)
Journal Article
88 (11), pp. 829 - 842 (2020)
Traces of Trauma: A Multivariate Pattern Analysis of Childhood Trauma, Brain Structure, and Clinical Phenotypes. BIOLOGICAL PSYCHIATRY
Journal Article
88 (12), pp. 778 - 785 (2020)
Precision Psychiatry and the Contribution of Brain Imaging and Other Biomarkers. FORTSCHRITTE DER NEUROLOGIE PSYCHIATRIE Thesis - PhD (2)
2023
Thesis - PhD
Investigation of childhood trauma as a transdiagnostic risk factor using multimodal machine learning. Dissertation, 142 pp., Ludwig-Maximilians-Universität München, München (2023)
Thesis - PhD
Investigation of childhood trauma as a transdiagnostic risk factor using multimodal machine learning. Dissertation, Ludwig-Maximilians-Universität München (2023)
Editorial (1)
2023
Editorial
93 (4), pp. 298 - 299 (2023)
The Neurobiological and Epigenetic Links Between Negative Life Events and Behavioral Disturbances in Adolescent Youth. BIOLOGICAL PSYCHIATRY