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

BACKGROUND: Early diagnosis of schizophrenia could improve the outcome of the illness. Unlike classical between-group comparisons, machine learning can identify subtle disease patterns on a single subject level, which could help realize the potential of MRI in establishing a psychiatric diagnosis. M...

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Vydáno v:BMC Psychiatry
Hlavní autoři: Mikolas, Pavol, Hlinka, Jaroslav, Skoch, Antonin, Pitra, Zbynek, Frodl, Thomas, Spaniel, Filip, Hajek, Tomas
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5891928/
https://ncbi.nlm.nih.gov/pubmed/29636016
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12888-018-1678-y
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