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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: koutsouleris n. Schizophr Bull. 2016 Jul;42 Suppl 1(Suppl 1):S110-7. doi: 10.1093/schbul/sbw053. Schizophr Bull. 2016. PMID: 27460614 Free PMC article.
Predicting Response to Repetitive Transcranial Magnetic Stimulation in Patients With Schizophrenia Using Structural Magnetic Resonance Imaging: A Multisite Machine Learning Analysis.
Koutsouleris N, Wobrock T, Guse B, Langguth B, Landgrebe M, Eichhammer P, Frank E, Cordes J, Wölwer W, Musso F, Winterer G, Gaebel W, Hajak G, Ohmann C, Verde PE, Rietschel M, Ahmed R, Honer WG, Dwyer D, Ghaseminejad F, Dechent P, Malchow B, Kreuzer PM, Poeppl TB, Schneider-Axmann T, Falkai P, Hasan A. Koutsouleris N, et al. Schizophr Bull. 2018 Aug 20;44(5):1021-1034. doi: 10.1093/schbul/sbx114. Schizophr Bull. 2018. PMID: 28981875 Free PMC article. Clinical Trial.
Multisite Machine Learning Analysis Provides a Robust Structural Imaging Signature of Schizophrenia Detectable Across Diverse Patient Populations and Within Individuals.
Rozycki M, Satterthwaite TD, Koutsouleris N, Erus G, Doshi J, Wolf DH, Fan Y, Gur RE, Gur RC, Meisenzahl EM, Zhuo C, Yin H, Yan H, Yue W, Zhang D, Davatzikos C. Rozycki M, et al. Among authors: koutsouleris n. Schizophr Bull. 2018 Aug 20;44(5):1035-1044. doi: 10.1093/schbul/sbx137. Schizophr Bull. 2018. PMID: 29186619 Free PMC article.
Machine Learning Approaches for Clinical Psychology and Psychiatry.
Dwyer DB, Falkai P, Koutsouleris N. Dwyer DB, et al. Among authors: koutsouleris n. Annu Rev Clin Psychol. 2018 May 7;14:91-118. doi: 10.1146/annurev-clinpsy-032816-045037. Epub 2018 Jan 29. Annu Rev Clin Psychol. 2018. PMID: 29401044 Review.
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. Among authors: koutsouleris n. Schizophr Bull. 2018 Aug 20;44(5):1060-1069. doi: 10.1093/schbul/sby008. Schizophr Bull. 2018. PMID: 29529270 Free PMC article.
218 results