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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: haidl tk. JAMA Psychiatry. 2021 Feb 1;78(2):195-209. doi: 10.1001/jamapsychiatry.2020.3604. JAMA Psychiatry. 2021. PMID: 33263726 Free PMC article.
Towards clinical application of prediction models for transition to psychosis: A systematic review and external validation study in the PRONIA sample.
Rosen M, Betz LT, Schultze-Lutter F, Chisholm K, Haidl TK, Kambeitz-Ilankovic L, Bertolino A, Borgwardt S, Brambilla P, Lencer R, Meisenzahl E, Ruhrmann S, Salokangas RKR, Upthegrove R, Wood SJ, Koutsouleris N, Kambeitz J; PRONIA Consortium. Rosen M, et al. Among authors: haidl tk. Neurosci Biobehav Rev. 2021 Jun;125:478-492. doi: 10.1016/j.neubiorev.2021.02.032. Epub 2021 Feb 23. Neurosci Biobehav Rev. 2021. PMID: 33636198 Review.
Expressed emotion as a predictor of the first psychotic episode - Results of the European prediction of psychosis study.
Haidl T, Rosen M, Schultze-Lutter F, Nieman D, Eggers S, Heinimaa M, Juckel G, Heinz A, Morrison A, Linszen D, Salokangas R, Klosterkötter J, Birchwood M, Patterson P, Ruhrmann S; European Prediction of Psychosis Study (EPOS) Group. Haidl T, et al. Schizophr Res. 2018 Sep;199:346-352. doi: 10.1016/j.schres.2018.03.019. Epub 2018 Apr 13. Schizophr Res. 2018. PMID: 29661524
Prediction Models of Functional Outcomes for Individuals in the Clinical High-Risk State for Psychosis or With Recent-Onset Depression: A Multimodal, Multisite Machine Learning Analysis.
Koutsouleris N, Kambeitz-Ilankovic L, Ruhrmann S, Rosen M, Ruef A, Dwyer DB, Paolini M, Chisholm K, Kambeitz J, Haidl T, Schmidt A, Gillam J, Schultze-Lutter F, Falkai P, Reiser M, Riecher-Rössler A, Upthegrove R, Hietala J, Salokangas RKR, Pantelis C, Meisenzahl E, Wood SJ, Beque D, Brambilla P, Borgwardt S; PRONIA Consortium. Koutsouleris N, et al. JAMA Psychiatry. 2018 Nov 1;75(11):1156-1172. doi: 10.1001/jamapsychiatry.2018.2165. JAMA Psychiatry. 2018. PMID: 30267047 Free PMC article.
Is there a diagnosis-specific influence of childhood trauma on later educational attainment? A machine learning analysis in a large help-seeking sample.
Haidl TK, Gruen M, Dizinger J, Rosen M, Doll CM, Penzel N, Daum L, Große Hokamp N, Klosterkötter J, Ruhrmann S, Vogeley K, Schultze-Lutter F, Kambeitz J. Haidl TK, et al. J Psychiatr Res. 2021 Jun;138:591-597. doi: 10.1016/j.jpsychires.2021.04.040. Epub 2021 Apr 30. J Psychiatr Res. 2021. PMID: 33992982
The Psychopathology and Neuroanatomical Markers of Depression in Early Psychosis.
Upthegrove R, Lalousis P, Mallikarjun P, Chisholm K, Griffiths SL, Iqbal M, Pelton M, Reniers R, Stainton A, Rosen M, Ruef A, Dwyer DB, Surman M, Haidl T, Penzel N, Kambeitz-Llankovic L, Bertolino A, Brambilla P, Borgwardt S, Kambeitz J, Lencer R, Pantelis C, Ruhrmann S, Schultze-Lutter F, Salokangas RKR, Meisenzahl E, Wood SJ, Koutsouleris N; PRONIA Consortium. Upthegrove R, et al. Schizophr Bull. 2021 Jan 23;47(1):249-258. doi: 10.1093/schbul/sbaa094. Schizophr Bull. 2021. PMID: 32634220 Free PMC article. Clinical Trial.
26 results