Recognizing schizophrenia using facial expressions based on convolutional neural network.

Xiaofei ZhangTongxin LiConghui WangTian TianHaizhu PangJisong PangChen SuXiaomei ShiJiangong LiLina RenJing WangLulu LiYanyan MaShen LiLili Wang

Published in: Brain and behavior (2023)

Facial expressions hold great promise as SCZ clues with the help of deep learning algorithm. The proposed approach would be potentially applied to mobile devices for autorecognizing SCZ in the context of clinical and daily life.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
soft tissue
bipolar disorder
machine learning
big data
physical activity