Color painting predicts clinical symptoms in chronic schizophrenia patients via deep learning

Color painting predicts clinical symptoms in chronic schizophrenia patients via deep learning

Abstract Background Individuals with psychiatric disorders perceive the world differently. Previous studies indicated impaired color vision and weakened color discrimination ability in psychotic patients. Examining the paintings from psychotic patients can measure the visual-motor function. However,...

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Bibliographic Details
Main Authors: Hui Shen, Shui-Hua Wang, Yi Zhang, Haixia Wang, Feng Li, Molly V. Lucas, Yu-Dong Zhang, Yan Liu, Ti-Fei Yuan
Format: Article
Language:English
Published: BMC 2021-10-01
Series:BMC Psychiatry
Subjects:
Deep learning
ResNet
Schizophrenia
Color perception
Painting
Online Access:https://doi.org/10.1186/s12888-021-03452-3

Internet

https://doi.org/10.1186/s12888-021-03452-3

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