Title :
Automated Healthcare Data Mining Based on a Personal Dynamic Healthcare System
Author :
Takeuchi, Hiroshi ; Kodama, Naoki ; Hashiguchi, Takeshi ; Hayashi, Doubun
Author_Institution :
Dept. of Healthcare Informatics, Takasaki Univ. of Health & Welfare, Takasaki-shi
fDate :
Aug. 30 2006-Sept. 3 2006
Abstract :
The automated healthcare-data-mining system reported here extracts personally useful information, such as rules and patterns concerning lifestyles and health conditions, from daily time-series personal health and lifestyle data stored on a personal dynamic healthcare system by using mobile phone and Web technologies. This system enables users to input their daily data through a mobile phone and to transfer these data to a Web-application server via the Internet. The Web application server provides a data-mining service and uses mobile phones to inform users of important rules concerning their health and lifestyle data. Automated healthcare-data mining of the stored time-series data of volunteer users generated some useful rules correlating their lifestyles with body-fat index
Keywords :
Internet; data mining; health care; medical computing; medical information systems; mobile handsets; telemedicine; time series; Internet; Web-application server; automated healthcare data mining system; body-fat index; daily time-series personal health; data transfer; lifestyle data; mobile phone; personal dynamic healthcare system; Biomedical informatics; Cities and towns; Data mining; Databases; Diseases; Internet; Medical services; Mobile handsets; USA Councils; Web server;
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2006.259228
