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Classification of first-episode psychosis using cortical thickness: A large multicenter MRI study.
Pigoni A, Dwyer D, Squarcina L, Borgwardt S, Crespo-Facorro B, Dazzan P, Smesny S, Spaniel F, Spalletta G, Sanfelici R, Antonucci LA, Reuf A, Oeztuerk OF, Schmidt A, Ciufolini S, Schönborn-Harrisberger F, Langbein K, Gussew A, Reichenbach JR, Zaytseva Y, Piras F, Delvecchio G, Bellani M, Ruggeri M, Lasalvia A, Tordesillas-Gutiérrez D, Ortiz V, Murray RM, Reis-Marques T, Di Forti M, Koutsouleris N, Brambilla P; ClassiFEP group. Pigoni A, et al. Among authors: dwyer d. Eur Neuropsychopharmacol. 2021 Jun;47:34-47. doi: 10.1016/j.euroneuro.2021.04.002. Epub 2021 May 3. Eur Neuropsychopharmacol. 2021. PMID: 33957410
Classifying Schizophrenia Using Multimodal Multivariate Pattern Recognition Analysis: Evaluating the Impact of Individual Clinical Profiles on the Neurodiagnostic Performance.
Cabral C, Kambeitz-Ilankovic L, Kambeitz J, Calhoun VD, Dwyer DB, von Saldern S, Urquijo MF, Falkai P, Koutsouleris N. Cabral C, et al. Among authors: dwyer db. Schizophr Bull. 2016 Jul;42 Suppl 1(Suppl 1):S110-7. doi: 10.1093/schbul/sbw053. Schizophr Bull. 2016. PMID: 27460614 Free PMC article.
Brain Subtyping Enhances The Neuroanatomical Discrimination of Schizophrenia.
Dwyer DB, Cabral C, Kambeitz-Ilankovic L, Sanfelici R, Kambeitz J, Calhoun V, Falkai P, Pantelis C, Meisenzahl E, Koutsouleris N. Dwyer DB, et al. Schizophr Bull. 2018 Aug 20;44(5):1060-1069. doi: 10.1093/schbul/sby008. Schizophr Bull. 2018. PMID: 29529270 Free PMC article.
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. Among authors: dwyer db. JAMA Psychiatry. 2018 Nov 1;75(11):1156-1172. doi: 10.1001/jamapsychiatry.2018.2165. JAMA Psychiatry. 2018. PMID: 30267047 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. 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.
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. Cereb Cortex. 2020 Mar 14;30(3):1345-1356. doi: 10.1093/cercor/bhz170. Cereb Cortex. 2020. PMID: 31368487 Free PMC article.
Multivariate classification of schizophrenia and its familial risk based on load-dependent attentional control brain functional connectivity.
Antonucci LA, Penzel N, Pergola G, Kambeitz-Ilankovic L, Dwyer D, Kambeitz J, Haas SS, Passiatore R, Fazio L, Caforio G, Falkai P, Blasi G, Bertolino A, Koutsouleris N. Antonucci LA, et al. Among authors: dwyer d. Neuropsychopharmacology. 2020 Mar;45(4):613-621. doi: 10.1038/s41386-019-0532-3. Epub 2019 Oct 3. Neuropsychopharmacology. 2020. PMID: 31581175 Free PMC article.
1,181 results