Title :
Knowledge Management in E-HealthThe Cardiac Rehabilitation Home Monitoring System
Author :
Lou, Dafu ; Yeap, Tet Hin ; Cheung, Shu-Tim
Author_Institution :
SITE, Univ. of Ottawa, Ottawa, ON
Abstract :
Knowledge discovery (KD) has been adapted successfully by many industries into their business processes. However, there are not too many successful cases in the healthcare sector. One particular impediment is the difficulty of organizing massive healthcare data/information in an implemental e-health system. This paper introduces three basic implementation problems related to this, namely the knowledge management (KM), the system framework, and the knowledge discovery. A two-layer knowledge management model, three-tier system architecture, and a neural network based algorithm have been proposed to solve each issue. An e-health application developed at the University of Ottawa Heart Institute has been presented as an illustration for the proposed KD models.
Keywords :
data mining; health care; knowledge management; neural nets; cardiac rehabilitation home monitoring system; e-health; healthcare data; knowledge discovery; knowledge management; neural network; three-tier system architecture; Business; Heart; Impedance; Internet; Knowledge management; Medical services; Neural networks; Organizing; Patient monitoring; Telecommunications;
Conference_Titel :
e-Health Networking, Application and Services, 2007 9th International Conference on
Conference_Location :
Taipei
Print_ISBN :
1-4244-0942-X
DOI :
10.1109/HEALTH.2007.381636