Machine learning classification of first-episode schizophrenia spectrum disorders and controls using whole brain white matter fractional anisotropy-Reference-Cited by-同舟云学术

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Machine learning classification of first-episode schizophrenia spectrum disorders and controls using whole brain white matter fractional anisotropy

Published:2018-04-10 Issue:1 Volume:18 Page:
ISSN:1471-244X
Container-title:BMC Psychiatry
language:en
Short-container-title:BMC Psychiatry

Author:

Mikolas Pavol,Hlinka Jaroslav,Skoch Antonin,Pitra Zbynek,Frodl Thomas,Spaniel Filip,Hajek Tomas

Funder

Ministry of Health, Czech Republic

MEYS under the NPU I Programme

Ministry of Health, Czech Republic – Conceptual Development of Research Organization

Czech Science Foundation

Publisher

Springer Science and Business Media LLC

Subject

Psychiatry and Mental health

Link

http://link.springer.com/content/pdf/10.1186/s12888-018-1678-y.pdf

Reference42 articles.

1. Whiteford HA, Degenhardt L, Rehm J, Baxter AJ, Ferrari AJ, Erskine HE, et al. Global burden of disease attributable to mental and substance use disorders: findings from the global burden of disease study 2010. Lancet Lond Engl. 2013;382:1575–86.

2. Gustavsson A, Svensson M, Jacobi F, Allgulander C, Alonso J, Beghi E, et al. Cost of disorders of the brain in Europe 2010. Eur Neuropsychopharmacol J Eur Coll Neuropsychopharmacol. 2011;21:718–79.

3. Guo X, Li J, Wei Q, Fan X, Kennedy DN, Shen Y, et al. Duration of untreated psychosis is associated with temporal and occipitotemporal gray matter volume decrease in treatment naÔve schizophrenia. PLoS One. 2013;8:e83679.

4. Mikolas P, Melicher T, Skoch A, Matejka M, Slovakova A, Bakstein E, et al. Connectivity of the anterior insula differentiates participants with first-episode schizophrenia spectrum disorders from controls: a machine-learning study. Psychol Med. 2016;46:2695–704.

5. Penttilä M, Jääskeläinen E, Haapea M, Tanskanen P, Veijola J, Ridler K, et al. Association between duration of untreated psychosis and brain morphology in schizophrenia within the northern Finland 1966 birth cohort. Schizophr Res. 2010;123:145–52.

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