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

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Pubblicato in:	BMC Medicine vol. 23 (2025), p. 1
Autore principale:	Zhu, Enzhao
Altri autori:	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
Pubblicazione:	Springer Nature B.V.
Soggetti:	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
Accesso online:	Citation/Abstract Full Text - PDF
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