Developing a systems and informatics based approach to lifestyle monitoring within eHealth:  part II - analysis & interpretation

Simon Brownsell; David A. Bradley; Fabien Cardinaux; Mark S. Hawley

doi:10.1109/HISB.2011.25

Developing a systems and informatics based approach to lifestyle monitoring within eHealth: part II - analysis & interpretation

Simon Brownsell, David A. Bradley, Fabien Cardinaux, Mark S. Hawley

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Citations (Scopus)

114 Downloads (Pure)

Abstract

Lifestyle monitoring as a subset of telecare sets out to use information derived from a range of sensors to put in place a profile of individual behaviour against which changes in behaviour can be compared and referenced to detect variations indicative of a change in health status and need. Based on their research, the authors suggest that in order for lifestyle monitoring to develop, there is a need to more fully understand the way in which such systems operate and how the various aspects such as data collection through to analysis and interpretation come together. The paper therefore presents elements of a system structure for lifestyle monitoring and shows how this structure can incorporate a range of approaches to interpretation and analysis, illustrating this with reference to practical trials involving numeric, analytic and statistical methods as well as a machine learning based approach.

Original language	English
Title of host publication	1st IEEE Conference on Healthcare Informatics, Imaging and Systems Biology
Publisher	IEEE
Pages	213-220
Number of pages	8
ISBN (Electronic)	9780695-44076
ISBN (Print)	9781457703256
DOIs	https://doi.org/10.1109/HISB.2011.25
Publication status	Published - 27 Oct 2011
Externally published	Yes
Event	First IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology - IBM Almaden Research Center, San Jose, United States Duration: 26 Jul 2011 → 29 Jul 2011

Conference

Conference	First IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology
Abbreviated title	HISB 2011
Country/Territory	United States
City	San Jose
Period	26/07/11 → 29/07/11

Keywords

Computerised monitoring
Health information management
Machine intelligence
Public healthcare

Access to Document

10.1109/HISB.2011.25

BradleyIEEEHIISBSanJoseIIAuthor2011Accepted author manuscript, 368 KB

Cite this

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title = "Developing a systems and informatics based approach to lifestyle monitoring within eHealth: part II - analysis & interpretation",

abstract = "Lifestyle monitoring as a subset of telecare sets out to use information derived from a range of sensors to put in place a profile of individual behaviour against which changes in behaviour can be compared and referenced to detect variations indicative of a change in health status and need. Based on their research, the authors suggest that in order for lifestyle monitoring to develop, there is a need to more fully understand the way in which such systems operate and how the various aspects such as data collection through to analysis and interpretation come together. The paper therefore presents elements of a system structure for lifestyle monitoring and shows how this structure can incorporate a range of approaches to interpretation and analysis, illustrating this with reference to practical trials involving numeric, analytic and statistical methods as well as a machine learning based approach.",

author = "Simon Brownsell and Bradley, {David A.} and Fabien Cardinaux and Hawley, {Mark S.}",

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Brownsell, S, Bradley, DA, Cardinaux, F & Hawley, MS 2011, Developing a systems and informatics based approach to lifestyle monitoring within eHealth: part II - analysis & interpretation. in 1st IEEE Conference on Healthcare Informatics, Imaging and Systems Biology. IEEE , pp. 213-220, First IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology, San Jose, California, United States, 26/07/11. https://doi.org/10.1109/HISB.2011.25

Developing a systems and informatics based approach to lifestyle monitoring within eHealth: part II - analysis & interpretation. / Brownsell, Simon; Bradley, David A.; Cardinaux, Fabien et al.
1st IEEE Conference on Healthcare Informatics, Imaging and Systems Biology. IEEE , 2011. p. 213-220.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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