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 proceedingConference contribution

4 Citations (Scopus)
4 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 languageEnglish
Title of host publication1st IEEE Conference on Healthcare Informatics, Imaging and Systems Biology
PublisherIEEE
Pages213-220
Number of pages8
ISBN (Electronic)9780695-44076
ISBN (Print)9781457703256
DOIs
Publication statusPublished - 27 Oct 2011
EventFirst IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology - IBM Almaden Research Center, San Jose, United States
Duration: 26 Jul 201129 Jul 2011

Conference

ConferenceFirst IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology
Abbreviated titleHISB 2011
CountryUnited States
CitySan Jose
Period26/07/1129/07/11

Fingerprint

Monitoring
Information use
Learning systems
Statistical methods
Health
Sensors

Cite this

Brownsell, S., Bradley, D. A., Cardinaux, F., & Hawley, M. S. (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 (pp. 213-220). IEEE . https://doi.org/10.1109/HISB.2011.25
Brownsell, Simon ; Bradley, David A. ; Cardinaux, Fabien ; Hawley, Mark S. / Developing a systems and informatics based approach to lifestyle monitoring within eHealth : part II - analysis & interpretation. 1st IEEE Conference on Healthcare Informatics, Imaging and Systems Biology. IEEE , 2011. pp. 213-220
@inproceedings{1be520443e0f4cfd95ed339eb45ce093,
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.}",
year = "2011",
month = "10",
day = "27",
doi = "10.1109/HISB.2011.25",
language = "English",
isbn = "9781457703256",
pages = "213--220",
booktitle = "1st IEEE Conference on Healthcare Informatics, Imaging and Systems Biology",
publisher = "IEEE",

}

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, 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; Hawley, Mark S.

1st IEEE Conference on Healthcare Informatics, Imaging and Systems Biology. IEEE , 2011. p. 213-220.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - Developing a systems and informatics based approach to lifestyle monitoring within eHealth

T2 - part II - analysis & interpretation

AU - Brownsell, Simon

AU - Bradley, David A.

AU - Cardinaux, Fabien

AU - Hawley, Mark S.

PY - 2011/10/27

Y1 - 2011/10/27

N2 - 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.

AB - 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.

U2 - 10.1109/HISB.2011.25

DO - 10.1109/HISB.2011.25

M3 - Conference contribution

SN - 9781457703256

SP - 213

EP - 220

BT - 1st IEEE Conference on Healthcare Informatics, Imaging and Systems Biology

PB - IEEE

ER -

Brownsell S, Bradley DA, Cardinaux F, Hawley MS. 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 . 2011. p. 213-220 https://doi.org/10.1109/HISB.2011.25