A highly scalable deep learning language model for common risks prediction among psychiatric inpatients

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Bibliographic Details
Published in:	BMC Medicine vol. 23 (2025), p. 1
Main Author:	Zhu, Enzhao
Other Authors:	Wang, Jiayi, Zhou, Guoquan, Li, Chunbo, Chen, Fazhan, Kang, Ju, Chen, Liangliang, Yin, Yichao, Chen, Yi, Zhang, Yanping, Zhang, Xu, Zhou, Xinlin, Wang, Zongyuan, Qiu, Jianping, Wang, Hui, Shi, Weizhong
Published:	Springer Nature B.V.
Subjects:	Tongji University China Language Medical records Data processing Deep learning Mental depression Laboratory tests Patients Mental disorders Risk assessment Impulsivity Schizophrenia Physical restraints Electronic medical records Electronic health records Hospitalization Machine learning Psychiatry Bipolar disorder Suicide Predictions Structured data Hospitals Variables Impulsive behavior Natural language processing Mental health Transformers
Online Access:	Citation/Abstract Full Text - PDF
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