基于电子病历大数据的问答系统 |
投稿时间:2017-03-28 点此下载全文 |
引用本文:张生泽,王庆阳,袁克虹.基于电子病历大数据的问答系统[J].医学信息学杂志,2017,38(3):7-11,39 |
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中文摘要:基于电子病历大数据并结合信息检索与深度学习方法,设计一种辅助诊断问答系统。介绍系统的总体框架及电子病历数据库、价值网络、策略网络的设计,给出系统工作流程。该系统能帮助患者自查病情,也能为医生制定诊疗方案提供参考。 |
中文关键词:电子病历 信息检索 深度学习 辅助诊断 |
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Question Answering System Based on the Big Data of Electronic Medical Records(EMR) |
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Abstract:Based on the big data of Electronic Medical Records(EMR), information retrieval and the deep learning method, an auxiliary diagnosis Question Answering(QA) system is designed. The paper introduces the design of general framework, EMR database, value network and policy-based network of the system, provides the system operation process. This system can not only help patients to examine their conditions independently, but also provide reference for doctors when they make the diagnosis and treatment schemes. |
keywords:Electronic Medical Records(EMR) Information retrieval Deep learning Auxiliary diagnosis |
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