Identification and Impact Analysis of Family History of Psychiatric Disorder in Mood Disorder Patients With Pretrained Language Model

Mood disorders are ubiquitous mental disorders with familial aggregation. Extracting family history of psychiatric disorders from large electronic hospitalization records is helpful for further study of onset characteristics among patients with a mood disorder. This study uses an observational clini...

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Detalhes bibliográficos
Main Authors: Cheng Wan, Xuewen Ge, Junjie Wang, Xin Zhang, Yun Yu, Jie Hu, Yun Liu, Hui Ma
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2022-05-01
Colecção:Frontiers in Psychiatry
Assuntos:
family history
mood disorder
psychiatric disorder
electronic health records
pretrained BERT CNN model
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fpsyt.2022.861930/full
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