数据挖掘技术在医疗设备行业中的应用研究

摘要

目的：分析我国各地区医疗设备领域的发展状况，掌握医疗设备行业发展现状与趋势，提出采用数据挖掘(DM)技术管理医疗设备的措施。方法：利用DM技术，通过对我国部分地区医疗设备投资额、研究设计人员数目及当年总产值等数据进行挖掘分析。结果：我国医疗设备管理的发展势头在华东、华北地区较为明显，西南和西北地区则相对较为落后。结论：数据挖掘技术对于医疗设备的管理与研究具有一定的参考价值，而基于决策树的分类方法可应用于我国医疗设备行业的管理。%Objective: To analyze the expenditure about investment of technical, staff and annual production situation in the field of medical equipment in different regions of China, grasp the development status and trend of medical equipment industry, put forward measures and suggestions of value. Methods: Analyze the output of medical equipment investment in some areas of China, R&D and staff by data mining technology (DM). Results:Medical equipment management development momentum in East China, North China area is obvious, relatively speaking;the southwest and northwest regions are relatively backward. Conclusion:Data mining technology has some reference value to the research of management of medical equipment, which can be used in Chinese medical equipment industry management from the classification based on decision tree.