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Decision Support Systems: Improving Levels of Care and Lowering costs in anticoagulation therapy

Research output: Contribution in Book/Report/ProceedingsPaper

Published
Publication date09/2008
Host publicationElectronic healthcare: First International Conference, eHealth 2008, London, UK, September 8-9, 2008. Revised Selected Papers
EditorsDasun Weerasinghe
Place of PublicationBerlin
PublisherSpringer
Pages175-178
Number of pages4
ISBN (Print)978-3-642-00412-4
<mark>Original language</mark>English
EventElectronic Healthcare, First International Conference, eHealth - London, UK

Conference

ConferenceElectronic Healthcare, First International Conference, eHealth
CityLondon, UK
Period1/09/08 → …

Publication series

NameLecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
PublisherSpringer
Volume1
ISSN (Print)1867-8211

Conference

ConferenceElectronic Healthcare, First International Conference, eHealth
CityLondon, UK
Period1/09/08 → …

Abstract

The objectives of this work in progress are to improve the levels of care in anticoagulation therapy while reducing the effort required and the costs. This will be achieved by the preprocessing of the available real world data and projecting it into a suitable analysis space before modelling with individualised, constantly learning Evolving Takagi Sugeno [1] and Connectivist Network-type models whose structure and parameters are the result of extensive research. It is hoped that this will lead to accurate predictions of the future levels of anticoagulation from a given dose recommendation. (c) Springer