+ Site Statistics
+ Search Articles
+ PDF Full Text Service
How our service works
Request PDF Full Text
+ Follow Us
Follow on Facebook
Follow on Twitter
Follow on LinkedIn
+ Subscribe to Site Feeds
Most Shared
PDF Full Text
+ Translate
+ Recently Requested

Automated healthcare data mining based on a personal dynamic healthcare system



Automated healthcare data mining based on a personal dynamic healthcare system



Conference Proceedings 1: 3604-3607



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.

Please choose payment method:






(PDF emailed within 0-6 h: $19.90)

Accession: 051725934

Download citation: RISBibTeXText

PMID: 17945785

DOI: 10.1109/iembs.2006.259228


Related references

Healthcare hits close to home. When politicians are thrown into a personal healthcare crisis, motivation to reform flawed healthcare system runs high. Modern Healthcare 32(28): 25-8 33, 2002

Healthcare standards based sensory data exchange for Home Healthcare Monitoring System. Conference Proceedings 2012: 1274-1277, 2012

Automated data mining of the electronic health record for investigation of healthcare-associated outbreaks. Infection Control and Hospital Epidemiology 40(3): 314-319, 2019

A data-mining framework for transnational healthcare system. Journal of Medical Systems 36(4): 2565-2575, 2012

Healthcare costs of ICU survivors are higher before and after ICU admission compared to a population based control group: A descriptive study combining healthcare insurance data and data from a Dutch national quality registry. Journal of Critical Care 44: 345-351, 2018

Healthcare costs of ICU survivors are higher before and after ICU admission compared to a population based control group: A descriptive study combining healthcare insurance data and data from a Dutch national quality registry. Journal of Critical Care 44: 345-351, 2018

Bringing Big Data to the Forefront of Healthcare Delivery: The Experience of Carolinas HealthCare System. Frontiers of Health Services Management 32(4): 3, 2016

'The healthcare system is not designed around my needs': How healthcare consumers self-integrate conventional and complementary healthcare services. Complementary Therapies in Clinical Practice 32: 151-156, 2018

The Indiana University Center for Healthcare Innovation and Implementation Science: Bridging healthcare research and delivery to build a learning healthcare system. Zeitschrift für Evidenz Fortbildung und Qualitat Im Gesundheitswesen 109(2): 138-143, 2015

An evidence-based healthcare system and the role of the healthcare professions. Zeitschrift für Evidenz Fortbildung und Qualitat Im Gesundheitswesen 109(4-5): 378-383, 2015

Barriers to the normalization of telemedicine in a healthcare system model based on purchasing of healthcare services using providers' contracts. Gaceta Sanitaria 25(5): 397-402, 2012

Emigration of skilled healthcare workers from developing countries: can team-based healthcare practice fill the gaps in maternal, newborn and child healthcare delivery?. International Journal of Mch and Aids 6(2): 121-129, 2017

A hybrid mobile-based patient location tracking system for personal healthcare applications. Conference Proceedings 1: 5188-5191, 2006

On the classification of emotional biosignals evoked while viewing affective pictures: an integrated data-mining-based approach for healthcare applications. IEEE Transactions on Information Technology in Biomedicine 14(2): 309-318, 2010

Genomics is changing personal healthcare and medicine: the dawn of iPH (individualized preventive healthcare). Human Genomics 9: 29, 2015