基于数据挖掘的院内临床诊断智能分析

Intelligent Analysis of Hospital Clinical Diagnosis Based on Data Mining

随着医院信息化建设的发展,关注重点从信息系统本身的功能越来越多地转向信息系统中的数据利用。医疗数据的利用对健康管理、疾病分析、治疗经验总结、新型技术开发都有重要的意义。借助数据挖掘技术,提取本院相关数据,以智能化诊断为切入点,模拟院内临床诊断知识库的建立,经验证系统判定的关联性与临床实际基本相符,提出可扩展至院内临床路径的可能性。

With the development of hospital information construction, the focus has gradually changed from functions of the information system to data utilization. The utilization of medical data has great significance in health management, disease analysis, summary of treatment experience, and development of new technologies. By data mining technology, the paper extracts data related to the author＇s hospital, starts from intelligent diagnosis and simulates the establishment of the knowledge base for hospital clinical diagnosis. Upon verification, the relevance judged by the system is basically consistent with the clinical practice. Thus, it proposes the possibility to extend the application to hospital clinical pathways.