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S152. DIAGNOSTIC CLASSIFICATION OF SCHIZOPHRENIA USING 3D CONVOLUTIONAL NEURAL NETWORK WITH RESTING-STATE FUNCTIONAL MRI

BACKGROUND: Several machine-learning (ML) algorithms have been deployed in the diagnostic classification of schizophrenia. Compared to other ML methods, the 3D convolutional neural network (CNN) has an advantage of learning complex and subtle patterns in data and preserving spatial information, whic...

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Pubblicato in:Schizophr Bull
Autori principali: Kim, Harin, Woo Joo, Sung, Ho Joo, Yeon, Lee, Jungsun
Natura: Artigo
Lingua:Inglês
Pubblicazione: Oxford University Press 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7234740/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/schbul/sbaa031.218
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