|
|
Application of data mining technology in medical record database of Guangdong |
Liu Guozhu |
Medical Record Room, Guangzhou Development Zone Hospital, Guangzhou 510730, China |
|
|
Abstract Objective To use data mining technology to analyze and provide valuable information for the data of Guangdong province's statistical medical record database, and to provide strong support for hospital management decision-making. Methods We introduced the concept and main task of data mining, and clarified the various dimensions of data source and related data table. Results We conducted the analysis and study on the application of data mining technology in the management of the hospital including doctors′ workloads, the main diseases, comprehensive assessment of the departments, the quality of medical work and the cost of the same period, and got affirmation and support of the clinical departments and decision makers. Conclusion It is suggested that statisticians should strengthen the research of NC mining, deepen the statistical connotation and improve the quality of statistical analysis. Combining with the new medical reform, the data mining technology can reflect the situation of the hospital, of the departments, of the doctors, such as medical supplies and medical income, and the situation of patients treated, it can also improve hospital management efficiency, and enhance the scientific management of hospital management.
|
Received: 06 March 2017
|
|
|
|
[1] 杨志民,齐志泉.模糊支持向量分类机在冠心病诊断中的应用[J].计算机工程与应用,2006,42(9):172-175. [2] 李运贤,杜瑞卿,王相东.粗糙集理论在酒精性肝病诊断中的应用研究[J].北京生物医学工程,2006,25(3):307-311. [3] 周光华,李岳峰.数据挖掘技术在卫生统计信息工作中的应用研究[J].中国卫生信息管理,2012,9(6):82-86. [4] 贺宪民,吴骋,于长春,等.数据挖掘技术在医学领域中的应用[J].第二军医大学学报,2003,24(11):1250-1252. [5] 谢邦昌.数据挖掘clementine应用实务[M].北京:机械工业出版社,2008. [6] 张菊英,韦健,杨树勤.神经网络模型在住院费用影响因素分析中的应用[J].中华医院管理杂志, 2002,18(3):143-145. [7] 沈旰亮,彭宇竹.数据挖掘技术在医院管理中的应用[J].江苏卫生事业管理.2013,24(2):63-64. [8] 广东省卫生统计信息中心.广东省医院统计病案管理系统操作手册[S]. [9] 吴晓珊,王茜.加强统计信息工作促进医院信息化管理[J].中国医院统计,2004,11(1):66-67. [10]黄日琼.网络环境下医院统计数据挖掘的应用与展望[J].中国医院统计,2006,13(1):66-67. [11]杨海青.数据挖掘技术在医院管理中的应用[J].中华医院管理杂志,2005,21(7):497-499. |
[1] |
. [J]. journal1, 2016, 23(4): 317-320. |
[2] |
Guo Jianxin, Cai Junxiu, Zhou Guodong, Liu Kui, Zhu Hui. Comprehensive evaluation of efficient use of hospital beds in 31 provinces, municipalities or autonomous regions[J]. journal1, 2015, 22(1): 27-28. |
[3] |
Dai Liqiong, Zhang Shuangshuang, Xia Qingmin. Reminder of management of academic papers on promoting hospital′s core competence[J]. journal1, 2015, 22(1): 5-9. |
|
|
|
|