https://scholars.lib.ntu.edu.tw/handle/123456789/596418
標題: | A data-mining framework for transnational healthcare system | 作者: | Shen, C.-P. Jigjidsuren, C. Dorjgochoo, S. Chen, C.-H. Chen, W.-H. Hsu, C.-K. JIN-MING WU Hsueh, C.-W. Lai, M.-S. CHING-TING TAN Altangerel, E. CHIH-WEN HSUEH |
公開日期: | 2012 | 卷: | 36 | 期: | 4 | 起(迄)頁: | 2565-2575 | 來源出版物: | Journal of Medical Systems | 摘要: | Medical resources are important and necessary in health care. Recently, the development of methods for improving the efficiency of medical resource utilization is an emerging problem. Despite evidence supporting the use of order sets in hospitals, only a small number of health information systems have successfully equipped physicians with analysis of complex order sequences from clinical pathway and clinical guideline. This paper presents a data-mining framework for transnational healthcare system to find alternative practices, including transfusion, pre-Admission tests, and evaluation of liver diseases. However, individual countries vary with respect to geographical location, living habits, and culture, so disease risks and treatment methods also vary across countries. To realize the difference, a service-oriented architecture and cloud-computing technology are applied to analyze these medical data. The validity of the proposed system is demonstrated in including Taiwan and Mongolia, to ensure the feasibility of our approach. ? 2011 Springer Science+Business Media, LLC. |
URI: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-84873021618&doi=10.1007%2fs10916-011-9729-7&partnerID=40&md5=f63ee80cef099245f8d25a2821d0e1b1 https://scholars.lib.ntu.edu.tw/handle/123456789/596418 |
ISSN: | 0148-5598 | DOI: | 10.1007/s10916-011-9729-7 | SDG/關鍵字: | article; computer program; data analysis; data mining; health care system; health service; hospital admission; hospital discharge; hospital information system; human; medical informatics; medical information system; Mongolia; nursing care; privacy; Taiwan; algorithm; computer interface; computer system; health care delivery; health care planning; liver disease; methodology; practice guideline; utilization review; Algorithms; Computer Systems; Data Mining; Delivery of Health Care; Guidelines as Topic; Health Resources; Humans; Liver Diseases; Mongolia; Taiwan; User-Computer Interface |
顯示於: | 醫學系 |
在 IR 系統中的文件,除了特別指名其著作權條款之外,均受到著作權保護,並且保留所有的權利。