自然语言处理技术在护理领域中的应用进展OA
Application progress on natural language processing technology in the nursing field
临床护理实践产生了海量的护理非结构化数据,这些数据呈指数增长态势,然而却因其分散、缺乏整合,尚未充分发挥潜在价值.自然语言处理(NLP)技术为高效挖掘护理非结构化数据信息提供了技术支持,本文介绍NLP的概述及NLP在风险识别、症状管理、结局预测、不良事件分析、健康教育支持以及舆情监测中的应用,并对NLP存在的问题及建议进行探讨,以期为我国临床护理领域的数据处理提供参考和借鉴.
Clinical nursing practice has generated a vast amount of unstructured nursing data,which is growing exponentially.However,due to its dispersion and lack of integration,its potential value has not yet been fully realized.Natural language processing(NLP)technology provided technical support for efficient mining of nursing unstructured data information.This article introduced the overview of NLP and its applications in risk identification,symptom management,outcome prediction,adverse event analysis,health education support,and public opinion monitoring.It also discussed the existing problems and suggestions of NLP,so as to provide reference and inspiration for data processing in the field of clinical nursing in our country.
樊炜芳;王薇;张颖;吴思远;李坤;陈娟红;张帅;沃超男
310003,浙江大学医学院附属第一医院310003,浙江大学医学院附属第一医院310003,浙江大学医学院附属第一医院310003,浙江大学医学院附属第一医院310003,浙江大学医学院附属第一医院浙江省人民医院浙江省人民医院浙江省人民医院
自然语言处理非结构化数据信息挖掘护理综述
natural language processingunstructured datainformation miningnursingreview
《全科护理》 2026 (9)
1640-1645,6
浙江省医药卫生科技计划项目,编号:2024KY976.
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