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

McDonald, Simon and Xydeas, Costas and Angelov, Plamen (2008) Decision Support Systems: Improving Levels of Care and Lowering costs in anticoagulation therapy. In: Electronic healthcare. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering . Springer, Berlin, pp. 175-178. ISBN 978-3-642-00412-4

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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

Item Type: Contribution in Book/Report/Proceedings
Uncontrolled Keywords: Decision Support Systems ; Classification ; Prediction ; Anticoagulation
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Departments: Faculty of Science and Technology > School of Computing & Communications
ID Code: 53533
Deposited By: ep_importer_pure
Deposited On: 12 Apr 2012 11:51
Refereed?: No
Published?: Published
Last Modified: 18 Dec 2017 02:45
Identification Number:
URI: http://eprints.lancs.ac.uk/id/eprint/53533

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