| 基于数据挖掘技术的辅助医疗诊断研究 |
| 修订日期：2010-09-25 点此下载全文 |
| 引用本文：吴炜,杨梅瑰,唐飞岳.基于数据挖掘技术的辅助医疗诊断研究[J].医学信息学杂志,2010,(12):22-26 |
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| 中文摘要:为提高医疗质量管理水平，降低诊断过程中的人为疏忽，提出应用数据挖掘技术，结合统计分析与规则推导理论,从大量电子病历数据库中找出有效的诊断知识，辅助医务人员进行医疗诊断活动。实验研究表明应用模块运算与规则推导，可为医疗辅助诊断提供有价值的参考信息。 |
| 中文关键词:医疗质量管理 数据挖掘 电子病历 辅助诊断 |
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| Research on Assisted Medical Diagnosis Based on Data Mining Technology |
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| Abstract:To improve the level of medical quality management and reduce subjective errors in the diagnosis process, the paper proposes the application of data mining technology, combined with statistical analysis and rules derivation theory, to discover the effective diagnostic knowledge from the electronic medical records databases, and assist medical staffs activities of a medical diagnosis. Experimental studies show that using module operation and rules derivation can provide valuable reference information for medical diagnosis. |
| keywords:Medical quality management Data mining Electronic medical recors Aided diagnosis |
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