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Recognizing schizophrenia using facial expressions based on convolutional neural network

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 expressions...

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Detalles Bibliográficos
Autores principales: Zhang, Xiaofei, Li, Tongxin, Wang, Conghui, Tian, Tian, Pang, Haizhu, Pang, Jisong, Su, Chen, Shi, Xiaomei, Li, Jiangong, Ren, Lina, Wang, Jing, Li, Lulu, Ma, Yanyan, Li, Shen, Wang, Lili
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10175991/
https://www.ncbi.nlm.nih.gov/pubmed/37062964
http://dx.doi.org/10.1002/brb3.3002