| 中医诊治高血压医疗实体提取问题研究 |
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| 引用本文： | 庞震,顾继昱,吴宇飞,颜仕星,李汪洋,孙越.中医诊治高血压医疗实体提取问题研究[J].医学信息学杂志,2021,42(9):45-51. |
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| 作者姓名： | 庞震 顾继昱 吴宇飞 颜仕星 李汪洋 孙越 |
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| 作者单位： | 中国中医科学院西苑医院 北京 100091;北京中医药大学研究生院 北京 100105;上海道生医疗科技有限公司 上海 201203;上海中医药大学 上海 201203;国家卫生健康委卫生发展研究中心 北京 100044 |
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| 摘 要： | 提出一种基于三元组信息抽取策略的新型实体提取模型,以解决传统命名实体识别方法应用于高血压中医电子病历医疗实体识别时出现的实体离散问题,阐述实验数据集及相关处理、实验方法与结果,为中医医疗实体自动化抽取提供方法学参考。
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| 关 键 词： | 高血压 中医病历 命名实体识别 BERT 联合抽取 |
| 修稿时间： | 2021/8/25 0:00:00 |
Study on the Medical Entity Extraction Problems in Traditional Chinese Medicine Diagnosis and Treatment of Hypertension |
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| PANG Zhen,GU Jiyu,WU Yufei,YAN Shixing,LI Wangyang,SUN Yue.Study on the Medical Entity Extraction Problems in Traditional Chinese Medicine Diagnosis and Treatment of Hypertension[J].Journal of Medical Informatics,2021,42(9):45-51. |
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| Authors: | PANG Zhen GU Jiyu WU Yufei YAN Shixing LI Wangyang SUN Yue |
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| Abstract: | The paper proposes a new entity extraction model based on the triplet information extraction strategy to solve the entity discrete problem when the traditional Named Entity Recognition (NER) method is applied to the medical entity recognition of hypertension Electronic Medical Record (EMR) of Traditional Chinese Medicine (TCM), expounds the experimental data set and related processing, experimental methods and results, and provides methodological references for automatic extraction of TCM medical entity. |
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