Researcher Portfolio
Popovic, David
Dept. Clinical Translation, Max Planck Institute of Psychiatry, Max Planck Society, IMPRS Translational Psychiatry, Max Planck Institute of Psychiatry, Max Planck Society, Max Planck Institute of Psychiatry, Max Planck Society
Researcher Profile
Position: IMPRS Translational Psychiatry, Max Planck Institute of Psychiatry, Max Planck Society
Position: Max Planck Institute of Psychiatry, Max Planck Society
Position: Dept. Clinical Translation, Max Planck Institute of Psychiatry, Max Planck Society
Researcher ID: https://pure.mpg.de/cone/persons/resource/persons262425
Publications
: Eder, J., Glocker, C., Barton, B., Sarisik, E., Popovic, D., Laemmermann, J., Knaf, A., Beqiri-Zagler, A., Engl, K., Rihs, L., Pfeiffer, L., Schmitt, A., Falkai, P., Simon, M. S., & Musil, R. (2025). 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, 151(3), 231-244. doi:10.1111/acps.13684. [PubMan] : Sarisik, E., Popovic, D., Keeser, D., Khuntia, A., Schiltz, K., Falkai, P., Pogarell, O., & Koutsouleris, N. (2025). EEG-based Signatures of Schizophrenia, Depression, and Aberrant Aging: A Supervised Machine Learning Investigation. SCHIZOPHRENIA BULLETIN, 51(3), 804-817. doi:10.1093/schbul/sbae150. [PubMan] : Popovic, D., Weyer, C., Ruef, A., Dwyer, D., Griffiths, S. L., Lalousis, P. A., Koutsouleris, N., & Upthegrove, R. (2024). Neuroinflammation in Recent Onset Mental Health Disorders - Developing Multi-level Signatures of Earlystage Depression and Psychosis in Young Adults. EUROPEAN PSYCHIATRY, 67, S45-S47. [PubMan] : Weyer, C., Popovic, D., Ruef, A., Hahn, L., Sarisik, E., Fanning, J., Kambeitz, J., Salokangas, R. K., Hietala, J., Bertolino, A., Borgwardt, S., Brambilla, P., Upthegrove, R., Wood, S. J., Lencer, R., Meisenzahl, E., Falkai, P., & Koutsouleris, N. (2024). Multivariate associations between psychiatric drug intake and grey matter volume changes in individuals at early stages of psychosis and depression. EUROPEAN PSYCHIATRY, 67, S272-S273. [PubMan] : Boudriot, E., Gabriel, V., Popovic, D., Pingen, P., Yakimov, V., Papiol, S., Roell, L., Hasanaj, G., Xu, S., Moussiopoulou, J., Priglinger, S., Kern, C., Schulte, E. C., Hasan, A., Pogarell, O., Falkai, P., Schmitt, A., Schworm, B., Wagner, E., Keeser, D., & Raabe, F. J. (2024). Signature of Altered Retinal Microstructures and Electrophysiology in Schizophrenia Spectrum Disorders Is Associated With Disease Severity and Polygenic Risk. BIOLOGICAL PSYCHIATRY, 96(10), 792-803. doi:10.1016/j.biopsych.2024.04.014. [PubMan] : Sarisik, E., & Popovic, D. (2024). A Case of Electroencephalography and Machine Learning in Early Diagnosis of Psychotic and Affective Disorders. EUROPEAN PSYCHIATRY, 67, S13-S14. [PubMan] : Popovic, D., Wertz, M., Geisler, C., Kaufmann, J., Lähteenvuo, M., Lieslehto, J., Witzel, J., Bogerts, B., Walter, M., Falkai, P., Koutsouleris, N., & Schiltz, K. (2023). Patterns of risk—Using machine learning and structural neuroimaging to identify pedophilic offenders. Frontiers in Psychiatry, 14-2023: 1001085. doi:10.3389/fpsyt.2023.1001085. [PubMan] : Popovic, D. (2023). Investigation of childhood trauma as a transdiagnostic risk factor using multimodal machine learning. PhD Thesis, Ludwig-Maximilians-Universität München, München. [PubMan] : Buciuman, M.-O., Öztürk, Ö. F., Popovic, D., Enrico, P., Ruef, A., Bieler, N., Sarisik, E., Weiske, J., Sen Dong, M., Dwyer, D. B., Kambeitz-Ilankovic, L., Haas, S. S., Stainton, A., Ruhrmann, S., Chisholm, K., Kambeitz, J., Riecher-Roessler, A., Upthegrove, R., Schultze-Lutter, F., Salokangas, R. K. R., Hietala, J., Pantelis, C., Lencer, R., Meisenzahl, E., Wood, S. J., Brambilla, P., Borgwardt, S., Falkai, P., Antonucci, L. A., Bertolino, A., Liddle, P., & Koutsouleris, N. (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, 8(12), 1207-1217. doi:10.1016/j.bpsc.2023.06.001. [PubMan] : Taipale, M., Tiihonen, J., Korhonen, J., Popovic, D., Vaurio, O., Lahteenvuo, M., & Lieslehto, J. (2023). Effects of Substance Use and Antisocial Personality on Neuroimaging-Based Machine Learning Prediction of Schizophrenia. SCHIZOPHRENIA BULLETIN. doi:10.1093/schbul/sbad103. [PubMan] : Popovic, D., & Falkai, P. (2023). The Neurobiological and Epigenetic Links Between Negative Life Events and Behavioral Disturbances in Adolescent Youth. BIOLOGICAL PSYCHIATRY, 93(4), 298-299. [PubMan] : Eder, J., Pfeiffer, L., Wichert, S. P., Keeser, B., Simon, M. S., Popovic, D., Glocker, C., Brunoni, A. R., Schneider, A., Gensichen, J., Schmitt, A., Musil, R., & Falkai, P. (2023). Deconstructing depression by machine learning: the POKAL-PSY study. EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE. doi:10.1007/s00406-023-01720-9. [PubMan] : Dwyer, D. B., Buciuman, M.-O., Ruef, A., Kambeitz, J., Sen Dong, M., Stinson, C., Kambeitz-Ilankovic, L., Degenhardt, F., Sanfelici, R., Antonucci, L. A., Lalousis, P. A., Wenzel, J., Urquijo-Castro, M. F., Popovic, D., Oeztuerk, O. F., Haas, S. S., Weiske, J., Hauke, D., Neufang, S., Schmidt-Kraepelin, C., Ruhrmann, S., Penzel, N., Lichtenstein, T., Rosen, M., Chisholm, K., Riecher-Roessler, A., Egloff, L., Schmidt, A., Andreou, C., Hietala, J., Schirmer, T., Romer, G., Michel, C., Rossler, W., Maj, C., Borisov, O., Krawitz, P. M., Falkai, P., Pantelis, C., Lencer, R., Bertolino, A., Borgwardt, S., Noethen, M., Brambilla, P., Schultze-Lutter, F., Meisenzahl, E., Wood, S. J., Davatzikos, C., Upthegrove, R., Salokangas, R. K. R., & Koutsouleris, N. (2022). Clinical, Brain, and Multilevel Clustering in Early Psychosis and Affective Stages. JAMA PSYCHIATRY. doi:10.1001/jamapsychiatry.2022.1163. [PubMan] : Öztürk, Ö. F., Pigoni, A., Wenzel, J., Haas, S. S., Popovic, D., Ruef, A., Dwyer, D. B., Kambeitz-Ilankovic, L., Ruhrmann, S., Chisholm, K., Lalousis, P., Griffiths, S. L., Lichtenstein, T., Rosen, M., Kambeitz, J., Schultze-Lutter, F., Liddle, P., Upthegrove, R., Salokangas, R. K. R., Pantelis, C., Meisenzahl, E., Wood, S. J., Brambilla, P., Borgwardt, S., Falkai, P., Antonucci, L. A., & Koutsouleris, N. (2021). 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. doi:10.1007/s00406-021-01327-y. [PubMan] : Koutsouleris, N., Dwyer, D. B., Degenhardt, F., Maj, C., Urquijo-Castro, M. F., Sanfelici, R., Popovic, D., Oeztuerk, O., Haas, S. S., Weiske, J., Ruef, A., Kambeitz-Ilankovic, L., Antonucci, L. A., Neufang, S., Schmidt-Kraepelin, C., Ruhrmann, S., Penzel, N., Kambeitz, J., Haidl, T. K., Rosen, M., Chisholm, K., Riecher-Rossler, A., Egloff, L., Schmidt, A., Andreou, C., Hietala, J., Schirmer, T., Romer, G., Walger, P., Franscini, M., Traber-Walker, N., Schimmelmann, B. G., Fluckiger, R., Michel, C., Rossler, W., Borisov, O., Krawitz, P. M., Heekeren, K., Buechler, R., Pantelis, C., Falkai, P., Salokangas, R. K. R., Lencer, R., Bertolino, A., Borgwardt, S., Noethen, M., Brambilla, P., Wood, S. J., Upthegrove, R., Schultze-Lutter, F., Theodoridou, A., & Meisenzahl, E. (2021). Multimodal Machine Learning Workflows for Prediction of Psychosis in Patients With Clinical High-Risk Syndromes and Recent-Onset Depression. JAMA PSYCHIATRY, 78(2), 195-209. doi:10.1001/jamapsychiatry.2020.3604. [PubMan] : Raabe, F. J., Wagner, E., Weiser, J., Brechtel, S., Popovic, D., Adorjan, K., Pogarell, O., Hoch, E., & Koller, G. (2021). Classical blood biomarkers identify patients with higher risk for relapse 6 months after alcohol withdrawal treatment. EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE, 271(5), 891-902. doi:10.1007/s00406-020-01153-8. [PubMan] : Koutsouleris, N., Dwyer, D. B., Degenhardt, F., Maj, C., Urquijo-Castro, M. F., Sanfelici, R., Popovic, D., Oeztuerk, O., Haas, S. S., Weiske, J., Ruef, A., Kambeitz-Ilankovic, L., Antonucci, L. A., Neufang, S., Schmidt-Kraepelin, C., Ruhrmann, S., Penzel, N., Kambeitz, J., Haidl, T. K., Rosen, M., Chisholm, K., Riecher-Rossler, A., Egloff, L., Schmidt, A., Andreou, C., Hietala, J., Schirmer, T., Romer, G., Walger, P., Franscini, M., Traber-Walker, N., Schimmelmann, B. G., Fluckiger, R., Michel, C., Rossler, W., Borisov, O., Krawitz, P. M., Heekeren, K., Buechler, R., Pantelis, C., Falkai, P., Salokangas, R. K. R., Lencer, R., Bertolino, A., Borgwardt, S., Noethen, M., Brambilla, P., Wood, S. J., Upthegrove, R., Schultze-Lutter, F., Theodoridou, A., & Meisenzahl, E. (2021). Multimodal Machine Learning Workflows for Prediction of Psychosis in Patients With Clinical High-Risk Syndromes and Recent-Onset Depression. JAMA PSYCHIATRY, 78(2), 195-209. doi:10.1001/jamapsychiatry.2020.3604. [PubMan] : Raabe, F. J., Wagner, E., Weiser, J., Brechtel, S., Popovic, D., Adorjan, K., Pogarell, O., Hoch, E., & Koller, G. (2020). Classical blood biomarkers identify patients with higher risk for relapse 6 months after alcohol withdrawal treatment. EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE. doi:10.1007/s00406-020-01153-8. [PubMan] : Popovic, D., Schiltz, K., Falkai, P., & Koutsouleris, N. (2020). Precision Psychiatry and the Contribution of Brain Imaging and Other Biomarkers. FORTSCHRITTE DER NEUROLOGIE PSYCHIATRIE, 88(12), 778-785. doi:10.1055/a-1300-2162. [PubMan] : Popovic, D., Ruef, A., Dwyer, D. B., Antonucci, L. A., Eder, J., Sanfelici, R., Kambeitz-Ilankovic, L., Oeztuerk, O. F., Dong, M. S., Paul, R, R., Paolini, M., Hedderich, D., Haidl, T., Kambeitz, J., Ruhrmann, S., Chisholm, K., Schultze-Lutter, F., Falkai, P., Pergola, G., Blasi, G., Bertolino, A., Lencer, R., Dannlowski, U., Upthegrove, R., Salokangas, R. K. R., Pantelis, C., Meisenzahl, E., Wood, S. J., Brambilla, P., Borgwardt, S., & Koutsouleris, N. (2020). Traces of Trauma: A Multivariate Pattern Analysis of Childhood Trauma, Brain Structure, and Clinical Phenotypes. BIOLOGICAL PSYCHIATRY, 88(11), 829-842. doi:10.1016/j.biopsych.2020.05.020. [PubMan]