Personalised mobile services supporting the implementation of clinical guidelines

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dc.contributor.author Jones, V
dc.contributor.author Gay, VC
dc.contributor.author Leijdekkers, P
dc.contributor.author Rienks, R
dc.contributor.author Hermens, H
dc.contributor.editor Grasso, F
dc.contributor.editor Paris, C
dc.date.accessioned 2010-06-16T05:01:05Z
dc.date.issued 2009-01
dc.identifier.citation 4th workshop on Personalisation for e-Health, 2009, pp. 10 - 14
dc.identifier.other E1 en_US
dc.identifier.uri http://hdl.handle.net/10453/12031
dc.description.abstract Telemonitoring is emerging as a compelling application of Body Area Networks (BANs). We describe two health BAN systems developed respectively by a European team and an Australian team and discuss some issues encountered relating to formalization of clinical knowledge to support realtime analysis and interpretation of BAN data. Our example application is an evidence-based telemonitoring and teletreatment application for home-based rehabilitation. The application is intended to support implementation of a clinical guideline for cardiac rehabilitation following myocardial infarction. In addition to this the proposal is to establish the patientâs individual baseline risk profile and, by real-time analysis of BAN data, continually re-assess the current risk level in order to give timely personalised feedback. Static and dynamic risk factors are derived from literature. Many sources express evidence probabilistically, suggesting a requirement for reasoning with uncertainty; elsewhere evidence requires qualitatie reasoning: both familiar modes of reasoning in KBSs. However even at this knowledge acquisition stage some issues arise concerning how best to apply the clinical evidence. Furthermore, in cases where insufficient clinical evidence is currently available, telemonitoring can yield large collections of clinical data with the potential for data mining in order to furnish more statistically powerful and accurate clinical evidence.
dc.publisher AIME 2009
dc.relation.hasversion Accepted manuscript version
dc.subject Telemonitoring/treatment, Body Area Networks, personalised feedback, biosignal processing, clinical guidelines
dc.subject Telemonitoring/treatment, Body Area Networks, personalised feedback, biosignal processing, clinical guidelines
dc.title Personalised mobile services supporting the implementation of clinical guidelines
dc.type Conference Proceeding
dc.parent 4th workshop on Personalisation for e-Health
dc.journal.number en_US
dc.publocation Verona en_US
dc.publocation Verona
dc.publocation Verona
dc.publocation Verona
dc.identifier.startpage 10 en_US
dc.identifier.endpage 14 en_US
dc.cauo.name FEIT.Faculty of Engineering & Information Technology en_US
dc.conference Verified OK en_US
dc.conference Workshop on Personalisation for e-Health
dc.conference Workshop on Personalisation for e-Health
dc.conference Workshop on Personalisation for e-Health
dc.for 0806 Information Systems
dc.personcode 0000050566 en_US
dc.personcode 990935 en_US
dc.personcode 040221 en_US
dc.personcode 0000050567 en_US
dc.personcode 0000050568 en_US
dc.percentage 100 en_US
dc.classification.name Computer Software en_US
dc.classification.type FOR-08 en_US
dc.edition en_US
dc.custom Workshop on Personalisation for e-Health en_US
dc.date.activity 20090619 en_US
dc.date.activity 2009-06-19
dc.date.activity 2009-06-19
dc.date.activity 2009-06-19
dc.location.activity Verona, Italy en_US
dc.location.activity Verona, Italy
dc.location.activity Verona, Italy
dc.location.activity Verona, Italy
dc.description.keywords Telemonitoring/treatment, Body Area Networks, personalised feedback, biosignal processing, clinical guidelines en_US
dc.description.keywords Telemonitoring/treatment, Body Area Networks, personalised feedback, biosignal processing, clinical guidelines
dc.description.keywords Telemonitoring/treatment, Body Area Networks, personalised feedback, biosignal processing, clinical guidelines
dc.description.keywords Telemonitoring/treatment, Body Area Networks, personalised feedback, biosignal processing, clinical guidelines
dc.staffid en_US
pubs.embargo.period Not known
pubs.organisational-group /University of Technology Sydney
pubs.organisational-group /University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group /University of Technology Sydney/Faculty of Engineering and Information Technology/School of Computing and Communications


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