Literature DB >> 27975205

A System for Multi-Domain Contextualization of Personal Health Data.

Matevž Pustišek1.   

Abstract

Current telehealth systems are used to improve the treatment of chronic diseases by collecting medical data at the patient and transferring them to a remote medical institution. Research shows that such medical practice can be substantially improved if the measured parameters are greater in number and of more diverse nature. Emerging consumer solutions for monitoring personal health and wellness, as well as various resources from domains like internet, telecommunications and smart living, can be used as possible sources for exploration of an individual's wider health context. It was our aim to design an internet of things solutions, which would combine these sources of information into context information, complementary to health data. An internet of things platform was designed and implemented and integration with an established e-health system was provided to enrich telehealth data with context information by aggregating and processing cross-domain inputs from various sources. The approach was validated on a use case scenario. The concept was tried in a scenario related to prevention and management of heart disease. The system's advanced graphic correlation features are expected to help physicians and patients identify true roots of health problems. Medical researchers are also expected to benefit from a deeper insight into complex cross-domain parameter dependencies that determine an individual's health.

Entities:  

Keywords:  Context; E-health; Health data; Health data context; Internet of things; Platform

Mesh:

Year:  2016        PMID: 27975205     DOI: 10.1007/s10916-016-0663-6

Source DB:  PubMed          Journal:  J Med Syst        ISSN: 0148-5598            Impact factor:   4.460


  7 in total

1.  An approach for integrating heterogeneous information sources in a medical data warehouse.

Authors:  E M Kerkri; C Quantin; F A Allaert; Y Cottin; P Charve; F Jouanot; K Yétongnon
Journal:  J Med Syst       Date:  2001-06       Impact factor: 4.460

2.  Big Data, Internet of Things and Cloud Convergence--An Architecture for Secure E-Health Applications.

Authors:  George Suciu; Victor Suciu; Alexandru Martian; Razvan Craciunescu; Alexandru Vulpe; Ioana Marcu; Simona Halunga; Octavian Fratu
Journal:  J Med Syst       Date:  2015-09-07       Impact factor: 4.460

Review 3.  Unobtrusive sensing and wearable devices for health informatics.

Authors:  Ya-Li Zheng; Xiao-Rong Ding; Carmen Chung Yan Poon; Benny Ping Lai Lo; Heye Zhang; Xiao-Lin Zhou; Guang-Zhong Yang; Ni Zhao; Yuan-Ting Zhang
Journal:  IEEE Trans Biomed Eng       Date:  2014-05       Impact factor: 4.538

Review 4.  Implementing personalized medicine in a cancer center.

Authors:  David A Fenstermacher; Robert M Wenham; Dana E Rollison; William S Dalton
Journal:  Cancer J       Date:  2011 Nov-Dec       Impact factor: 3.360

5.  Perspectives on wellness self-monitoring tools for older adults.

Authors:  Jina Huh; Thai Le; Blaine Reeder; Hilaire J Thompson; George Demiris
Journal:  Int J Med Inform       Date:  2013-09-04       Impact factor: 4.046

Review 6.  u-Healthcare system: state-of-the-art review and challenges.

Authors:  Farid Touati; Rohan Tabish
Journal:  J Med Syst       Date:  2013-05-03       Impact factor: 4.460

7.  Emerging patient-driven health care models: an examination of health social networks, consumer personalized medicine and quantified self-tracking.

Authors:  Melanie Swan
Journal:  Int J Environ Res Public Health       Date:  2009-02-05       Impact factor: 3.390

  7 in total

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