McDonald, Simon and Angelov, Plamen and Xydeas, C. (2008) A retrospective comparative study of three data modelling techniques in anticoagulation therapy. In: BMEI 2008. International Conference on BioMedical Engineering and Informatics, 2008. IEEE, Sanya, Hainan, China, pp. 219-225. ISBN 978-0-7695-3118-2
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Abstract
Three types of data modelling technique are applied retrospectively to individual patients’ anticoagulation therapy data to predict their future levels of anticoagulation. The results of the different models are compared and discussed relative to each other and previous similar studies. The conclusions of earlier papers are reinforced here using an extensive data set and continuously-updating neural network models are shown to predict future INR measurements best of the models presented here.
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A Retrospective Comparative Study of three Data Modelling Techniques in Anticoagulation Therapy. (deposited 15 Jan 2008 16:23)
- A retrospective comparative study of three data modelling techniques in anticoagulation therapy. (deposited 25 Jan 2008 14:45) [Currently Displayed]