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Updated: Jun 14, 2025

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
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Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack

Published on: May 15, 2020

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在安全网精神病医院的临床笔记中从临床笔记中进行自杀表型化,使用预先训练的语言模型进行多标签分类

Zehan Li1, Yan Hu1, Scott Lane2

  • 1MacWilliam School of Biomedical Informatics, The University of Texas Health Science Center at Houston, TX, USA.

AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science
|June 12, 2025
PubMed
概括

这项研究表明,语言模型RoBERTa在临床笔记中准确地识别了自杀事件,如想法和尝试. 一个多标签策略改善了它的表现,提高了自杀预防的效率.

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