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Page 1
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: dwyer db. JAMA Psychiatry. 2021 Feb 1;78(2):195-209. doi: 10.1001/jamapsychiatry.2020.3604. JAMA Psychiatry. 2021. PMID: 33263726 Free PMC article.
Translational machine learning for psychiatric neuroimaging.
Walter M, Alizadeh S, Jamalabadi H, Lueken U, Dannlowski U, Walter H, Olbrich S, Colic L, Kambeitz J, Koutsouleris N, Hahn T, Dwyer DB. Walter M, et al. Among authors: dwyer db. Prog Neuropsychopharmacol Biol Psychiatry. 2019 Apr 20;91:113-121. doi: 10.1016/j.pnpbp.2018.09.014. Epub 2018 Oct 2. Prog Neuropsychopharmacol Biol Psychiatry. 2019. PMID: 30290208 Review.
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: dwyer db. JAMA Psychiatry. 2022 Sep 1;79(9):907-919. doi: 10.1001/jamapsychiatry.2022.2075. JAMA Psychiatry. 2022. PMID: 35921104 Free PMC article.
Performance analysis and prediction in triathlon.
Ofoghi B, Zeleznikow J, Macmahon C, Rehula J, Dwyer DB. Ofoghi B, et al. Among authors: dwyer db. J Sports Sci. 2016;34(7):607-12. doi: 10.1080/02640414.2015.1065341. Epub 2015 Jul 16. J Sports Sci. 2016. PMID: 26177783
Novel Gyrification Networks Reveal Links with Psychiatric Risk Factors in Early Illness.
Sanfelici R, Ruef A, Antonucci LA, Penzel N, Sotiras A, Dong MS, Urquijo-Castro M, Wenzel J, Kambeitz-Ilankovic L, Hettwer MD, Ruhrmann S, Chisholm K, Riecher-Rössler A, Falkai P, Pantelis C, Salokangas RKR, Lencer R, Bertolino A, Kambeitz J, Meisenzahl E, Borgwardt S, Brambilla P, Wood SJ, Upthegrove R, Schultze-Lutter F, Koutsouleris N, Dwyer DB; PRONIA Consortium. Sanfelici R, et al. Among authors: dwyer db. Cereb Cortex. 2022 Apr 5;32(8):1625-1636. doi: 10.1093/cercor/bhab288. Cereb Cortex. 2022. PMID: 34519351 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. JAMA Psychiatry. 2022 Jul 1;79(7):677-689. doi: 10.1001/jamapsychiatry.2022.1163. JAMA Psychiatry. 2022. PMID: 35583903 Free PMC article.
77 results