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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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Bibliografische gegevens
Gepubliceerd in:Schizophr Bull
Hoofdauteurs: Kim, Harin, Woo Joo, Sung, Ho Joo, Yeon, Lee, Jungsun
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Oxford University Press 2020
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Online toegang: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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