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Updated: May 9, 2026

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从临床信件中自动提取耳学症状:使用自然语言处理进行的一项方法学研究

Nikhil Joshi1,2, Kawsar Noor3,4, Xi Bai3,4

  • 1evidENT Team, Ear Institute, UCL, London, UK. n.joshi@ucl.ac.uk.

BMC medical informatics and decision making
|September 30, 2025
PubMed
概括

这项研究开发了自然语言处理 (NLP) 模型,自动从临床笔记中提取和语境化耳科症状. 这些模型有望改善医疗保健研究和电子健康记录分析.

关键词:
机器学习是机器学习.自然语言处理自然语言处理.耳鼻科 耳鼻科 耳鼻科 耳鼻科症状 症状 症状

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相关概念视频

Blind Procedures02:07

Blind Procedures

Ideally, the people who observe and record the children’s behavior are unaware of who was assigned to the experimental or control group, in order to control for experimenter bias. Experimenter bias refers to the possibility that a researcher’s expectations might skew the results of the study. Remember, conducting an experiment requires a lot of planning, and the people involved in the research project have a vested interest in supporting their hypotheses. If the observers knew which child was...