Lowering costs in anticoagulation therapy.

McDonald, Simon and Xydeas, Costas and Angelov, Plamen (2008) Lowering costs in anticoagulation therapy. In: Electronic Healthcare, First International Conference, eHealth, 2008-09-01, London, UK.

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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 to Conference (Paper)
Journal or Publication Title: Electronic Healthcare, First International Conference, eHealth
Uncontrolled Keywords: Decision Support Systems, Classification, Prediction, Anticoagulation.
Subjects:
Departments: Faculty of Science and Technology > School of Computing & Communications
ID Code: 27134
Deposited By: Dr. Plamen Angelov
Deposited On: 01 Oct 2009 10:20
Refereed?: Yes
Published?: Published
Last Modified: 10 Jun 2019 18:48
URI: https://eprints.lancs.ac.uk/id/eprint/27134

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