Journal of medical systems, 2012-08, Vol.36 (4), p.2565-2575
2012
Volltextzugriff (PDF)
Details
- Autor(en) / Beteiligte
- Titel
- A Data-Mining Framework for Transnational Healthcare System
- Ist Teil von
- Journal of medical systems, 2012-08, Vol.36 (4), p.2565-2575
- Ort / Verlag
- Boston: Springer US
- Erscheinungsjahr
- 2012
- Quelle
- SpringerLink
- Beschreibungen/Notizen
- 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.
- Sprache
- Englisch
- Identifikatoren
- ISSN: 0148-5598eISSN: 1573-689XDOI: 10.1007/s10916-011-9729-7Titel-ID: cdi_proquest_miscellaneous_1038244134
- Format
- –
- Schlagworte
- Algorithms, Cloud computing, Computer Systems, Culture, Data mining, Data Mining - methods, Delivery of Health Care, Guidelines as Topic, Health care, Health Informatics, Health Resources - utilization, Health Sciences, Humans, Information systems, Liver Diseases - therapy, Medicine, Medicine & Public Health, Mongolia, Original Paper, Service oriented architecture, Statistics for Life Sciences, Taiwan, User-Computer Interface