基于WEB的医学数据挖掘集成  

WEB-based Medical Data Mining Integration

作　　者：姚刚[1] 张晓祥[1] 汪火明[1] 

机构地区：[1]华中科技大学同济医学院附属同济医院,武汉430030

出　　处：《生物医学工程学杂志》2014年第3期563-566,共4页Journal of Biomedical Engineering

摘　　要：本文主要针对基于WEB的医学数据挖掘工具集成方案进行了研究。基于WEB的医学数据挖掘由客户端浏览器通过HTTP协议向服务器端发送请求,服务器端接收相应的指令并调用数据挖掘工具的远程对象进行数据处理,并将处理结果通过HTTP协议传回到客户端浏览器,展示给用户。为了证明所提出的集成方案的可行性,针对.NET平台下的SAS和SPSS两种统计分析软件进行了集成,并给出了详细的操作步骤。通过实际测试,本文提出的基于WEB的数据挖掘集成方案,展现了其广阔的发展前景,这为医学数据挖掘开辟了一条新的途径。An integration of medical data management system based on WEB and data mining tool is reportedly in this paper. In the application process of this system, web-based medical data mining user sends requests to the server by using client browser with http protocol, the commands are then received by the server and the server calls the data mining tools remote objecl for data processing, and the results are sent back to the customer browser through the ht- tp protocol and presented to the user. In order to prove the feasibility of the proposed solution, the test is done under the NET platform by using SAS and SPSS, and the detail steps are given. By the practical test, it was proved that the web-based data mining tool integration solutions proposed in this paper would have its broad prospects for devel- opment, which would open up a new route to the development of medical data mining.

关 键 词：数据挖掘 SASSPSS 远程对象 

分 类 号：TP311.13[自动化与计算机技术—计算机软件与理论] TP311.52[自动化与计算机技术—计算机科学与技术]