Recognizing schizophrenia using facial expressions based on convolutional neural network

Recognizing schizophrenia using facial expressions based on convolutional neural network

Abstract Objective Facial expressions have been served as clinical symptoms to convey mental conditions in psychiatry. This paper proposes to recognize patients with schizophrenia (SCZ) using their facial images based on deep learning algorithm, and to investigate objective differences in facial exp...

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Bibliographic Details
Main Authors: Xiaofei Zhang, Tongxin Li, Conghui Wang, Tian Tian, Haizhu Pang, Jisong Pang, Chen Su, Xiaomei Shi, Jiangong Li, Lina Ren, Jing Wang, Lulu Li, Yanyan Ma, Shen Li, Lili Wang
Format: Article
Language:English
Published: Wiley 2023-05-01
Series:Brain and Behavior
Subjects:
clinical clues
convolutional neural network
facial expressions
schizophrenia
Online Access:https://doi.org/10.1002/brb3.3002

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