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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.
Using combined environmental-clinical classification models to predict role functioning outcome in clinical high-risk states for psychosis and recent-onset depression.
Antonucci LA, Penzel N, Sanfelici R, Pigoni A, Kambeitz-Ilankovic L, Dwyer D, Ruef A, Sen Dong M, Öztürk ÖF, Chisholm K, Haidl T, Rosen M, Ferro A, Pergola G, Andriola I, Blasi G, Ruhrmann S, Schultze-Lutter F, Falkai P, Kambeitz J, Lencer R, Dannlowski U, Upthegrove R, Salokangas RKR, Pantelis C, Meisenzahl E, Wood SJ, Brambilla P, Borgwardt S, Bertolino A, Koutsouleris N; PRONIA Consortium. Antonucci LA, et al. Br J Psychiatry. 2022 Feb 14:1-17. doi: 10.1192/bjp.2022.16. Online ahead of print. Br J Psychiatry. 2022. PMID: 35152923 Free 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.
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.
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.
Basic Symptoms Are Associated With Age in Patients With a Clinical High-Risk State for Psychosis: Results From the PRONIA Study.
Walger H, Antonucci LA, Pigoni A, Upthegrove R, Salokangas RKR, Lencer R, Chisholm K, Riecher-Rössler A, Haidl T, Meisenzahl E, Rosen M, Ruhrmann S, Kambeitz J, Kambeitz-Ilankovic L, Falkai P, Ruef A, Hietala J, Pantelis C, Wood SJ, Brambilla P, Bertolino A, Borgwardt S, Koutsouleris N, Schultze-Lutter F. Walger H, et al. Front Psychiatry. 2020 Nov 17;11:552175. doi: 10.3389/fpsyt.2020.552175. eCollection 2020. Front Psychiatry. 2020. PMID: 33312133 Free PMC article.
Heterogeneity and Classification of Recent Onset Psychosis and Depression: A Multimodal Machine Learning Approach.
Lalousis PA, Wood SJ, Schmaal L, Chisholm K, Griffiths SL, Reniers RLEP, Bertolino A, Borgwardt S, Brambilla P, Kambeitz J, Lencer R, Pantelis C, Ruhrmann S, Salokangas RKR, Schultze-Lutter F, Bonivento C, Dwyer D, Ferro A, Haidl T, Rosen M, Schmidt A, Meisenzahl E, Koutsouleris N, Upthegrove R; PRONIA Consortium. Lalousis PA, et al. Schizophr Bull. 2021 Jul 8;47(4):1130-1140. doi: 10.1093/schbul/sbaa185. Schizophr Bull. 2021. PMID: 33543752 Free PMC article.
Cognitive subtypes in recent onset psychosis: distinct neurobiological fingerprints?
Wenzel J, Haas SS, Dwyer DB, Ruef A, Oeztuerk OF, Antonucci LA, von Saldern S, Bonivento C, Garzitto M, Ferro A, Paolini M, Blautzik J, Borgwardt S, Brambilla P, Meisenzahl E, Salokangas RKR, Upthegrove R, Wood SJ, Kambeitz J, Koutsouleris N, Kambeitz-Ilankovic L; PRONIA consortium. Wenzel J, et al. Neuropsychopharmacology. 2021 Jul;46(8):1475-1483. doi: 10.1038/s41386-021-00963-1. Epub 2021 Mar 15. Neuropsychopharmacology. 2021. PMID: 33723384 Free PMC article.
Association between age of cannabis initiation and gray matter covariance networks in recent onset psychosis.
Penzel N, Antonucci LA, Betz LT, Sanfelici R, Weiske J, Pogarell O, Cumming P, Quednow BB, Howes O, Falkai P, Upthegrove R, Bertolino A, Borgwardt S, Brambilla P, Lencer R, Meisenzahl E, Rosen M, Haidl T, Kambeitz-Ilankovic L, Ruhrmann S, Salokangas RRK, Pantelis C, Wood SJ, Koutsouleris N, Kambeitz J; PRONIA Consortium. Penzel N, et al. Neuropsychopharmacology. 2021 Jul;46(8):1484-1493. doi: 10.1038/s41386-021-00977-9. Epub 2021 Mar 3. Neuropsychopharmacology. 2021. PMID: 33658653 Free PMC article.
Effect of childhood physical abuse on social anxiety is mediated via reduced frontal lobe and amygdala-hippocampus complex volume in adult clinical high-risk subjects.
Salokangas RKR, Hietala J, Armio RL, Laurikainen H, From T, Borgwardt S, Riecher-Rössler A, Brambilla P, Bonivento C, Meisenzahl E, Schultze-Lutter F, Haidl T, Ruhrmann S, Upthegrove R, Wood SJ, Pantelis C, Kambeitz-Ilankovic L, Ruef A, Dwyer DB, Kambeitz J, Koutsouleris N. Salokangas RKR, et al. Schizophr Res. 2021 Jan;227:101-109. doi: 10.1016/j.schres.2020.05.041. Epub 2020 May 24. Schizophr Res. 2021. PMID: 32461085
26 results