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Multimodal Machine Learning Workflows for Prediction of Psychosis in Patients With Clinical High-Risk Syndromes and Recent-Onset Depression.
Koutsouleris N, Dwyer DB, Degenhardt F, Maj C, Urquijo-Castro MF, Sanfelici R, Popovic D, Oeztuerk O, Haas SS, Weiske J, Ruef A, Kambeitz-Ilankovic L, Antonucci LA, Neufang S, Schmidt-Kraepelin C, Ruhrmann S, Penzel N, Kambeitz J, Haidl TK, Rosen M, Chisholm K, Riecher-Rössler A, Egloff L, Schmidt A, Andreou C, Hietala J, Schirmer T, Romer G, Walger P, Franscini M, Traber-Walker N, Schimmelmann BG, Flückiger R, Michel C, Rössler W, Borisov O, Krawitz PM, Heekeren K, Buechler R, Pantelis C, Falkai P, Salokangas RKR, Lencer R, Bertolino A, Borgwardt S, Noethen M, Brambilla P, Wood SJ, Upthegrove R, Schultze-Lutter F, Theodoridou A, Meisenzahl E; PRONIA Consortium. Koutsouleris N, et al. Among authors: urquijo castro mf. JAMA Psychiatry. 2021 Feb 1;78(2):195-209. doi: 10.1001/jamapsychiatry.2020.3604. JAMA Psychiatry. 2021. PMID: 33263726 Free PMC article.
Exploring Links Between Psychosis and Frontotemporal Dementia Using Multimodal Machine Learning: Dementia Praecox Revisited.
Koutsouleris N, Pantelis C, Velakoulis D, McGuire P, Dwyer DB, Urquijo-Castro MF, Paul R, Dong S, Popovic D, Oeztuerk O, Kambeitz J, Salokangas RKR, Hietala J, Bertolino A, Brambilla P, Upthegrove R, Wood SJ, Lencer R, Borgwardt S, Maj C, Nöthen M, Degenhardt F, Polyakova M, Mueller K, Villringer A, Danek A, Fassbender K, Fliessbach K, Jahn H, Kornhuber J, Landwehrmeyer B, Anderl-Straub S, Prudlo J, Synofzik M, Wiltfang J, Riedl L, Diehl-Schmid J, Otto M, Meisenzahl E, Falkai P, Schroeter ML; International FTD-Genetics Consortium (IFGC), the German Frontotemporal Lobar Degeneration (FTLD) Consortium, and the PRONIA Consortium. Koutsouleris N, et al. Among authors: urquijo castro mf. JAMA Psychiatry. 2022 Sep 1;79(9):907-919. doi: 10.1001/jamapsychiatry.2022.2075. JAMA Psychiatry. 2022. PMID: 35921104 Free PMC article.
Multivariable prediction of functional outcome after first-episode psychosis: a crossover validation approach in EUFEST and PSYSCAN.
Slot MIE, Urquijo Castro MF, Winter-van Rossum I, van Hell HH, Dwyer D, Dazzan P, Maat A, De Haan L, Crespo-Facorro B, Glenthøj BY, Lawrie SM, McDonald C, Gruber O, van Amelsvoort T, Arango C, Kircher T, Nelson B, Galderisi S, Weiser M, Sachs G, Kirschner M; PSYSCAN Consortium; Fleischhacker WW, McGuire P, Koutsouleris N, Kahn RS. Slot MIE, et al. Among authors: urquijo castro mf. Schizophrenia (Heidelb). 2024 Oct 7;10(1):89. doi: 10.1038/s41537-024-00505-w. Schizophrenia (Heidelb). 2024. PMID: 39375356 Free PMC article.
Clinical, Brain, and Multilevel Clustering in Early Psychosis and Affective Stages.
Dwyer DB, Buciuman MO, Ruef A, Kambeitz J, Sen Dong M, Stinson C, Kambeitz-Ilankovic L, Degenhardt F, Sanfelici R, Antonucci LA, Lalousis PA, Wenzel J, Urquijo-Castro MF, Popovic D, Oeztuerk OF, Haas SS, Weiske J, Hauke D, Neufang S, Schmidt-Kraepelin C, Ruhrmann S, Penzel N, Lichtenstein T, Rosen M, Chisholm K, Riecher-Rössler A, Egloff L, Schmidt A, Andreou C, Hietala J, Schirmer T, Romer G, Michel C, Rössler W, Maj C, Borisov O, Krawitz PM, Falkai P, Pantelis C, Lencer R, Bertolino A, Borgwardt S, Noethen M, Brambilla P, Schultze-Lutter F, Meisenzahl E, Wood SJ, Davatzikos C, Upthegrove R, Salokangas RKR, Koutsouleris N; PRONIA Consortium. Dwyer DB, et al. Among authors: urquijo castro mf. JAMA Psychiatry. 2022 Jul 1;79(7):677-689. doi: 10.1001/jamapsychiatry.2022.1163. JAMA Psychiatry. 2022. PMID: 35583903 Free PMC article.
Neurocognitive dysfunction in adolescents with recent onset major depressive disorder: a cross-sectional comparative study.
Bienek O, Allott K, Antonucci L, Bertolino A, Bonivento C, Borgwardt S, Brambilla P, Chisholm K, Dannlowski U, Lichtenstein TK, Kambeitz J, Kambeitz-Ilankovic L, Koutsouleris N, Lencer R, Griffiths SL, Maggioni E, Meisenzahl E, Pantelis C, Rosen M, Ruhrmann S, Salokangas RKR, Stainton A, Surmann M, Upthegrove R, Wenzel J, Wood SJ, Romer G, Müller JM; PRONIA Consortium. Bienek O, et al. Eur Child Adolesc Psychiatry. 2024 Nov 6. doi: 10.1007/s00787-024-02599-0. Online ahead of print. Eur Child Adolesc Psychiatry. 2024. PMID: 39503777
Sex Matters: A Multivariate Pattern Analysis of Sex- and Gender-Related Neuroanatomical Differences in Cis- and Transgender Individuals Using Structural Magnetic Resonance Imaging.
Baldinger-Melich P, Urquijo Castro MF, Seiger R, Ruef A, Dwyer DB, Kranz GS, Klöbl M, Kambeitz J, Kaufmann U, Windischberger C, Kasper S, Falkai P, Lanzenberger R, Koutsouleris N. Baldinger-Melich P, et al. Among authors: urquijo castro mf. Cereb Cortex. 2020 Mar 14;30(3):1345-1356. doi: 10.1093/cercor/bhz170. Cereb Cortex. 2020. PMID: 31368487 Free PMC article.