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Updated: Jun 29, 2025

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
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通过基于规则的方法,机器学习和预训练的语言模型来识别精神病入院笔记中的精神病情节

Yining Hua1,2,3, Suzanne V Blackley4, Ann K Shinn5,6

  • 1Departmetn of Epidemiology, T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, USA.

medRxiv : the preprint server for health sciences
|April 2, 2024
PubMed
概括

自然语言处理 (NLP) 在精神病学笔记中显著改善了精神病的检测. 预选关键词可以增强机器学习和语言模型,优于早期诊断的传统方法.

关键词:
临床精神病学是一门临床精神病学专业.电子健康记录是电子健康记录.机器学习是机器学习.自然语言处理自然语言处理.精神病的识别和识别精神病的识别

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