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|Title:||Discretization approach and nonparametric modeling for long-term HIV dynamic model||Authors:||Chen, J.
|Issue Date:||2005||Citation:||Chen, J.,Zhang, J.-T.,Wu, H. (2005). Discretization approach and nonparametric modeling for long-term HIV dynamic model. Lecture Notes in Computer Science 3483 (IV) : 519-527. ScholarBank@NUS Repository.||Abstract:||Modeling viral load response in long-term HIV dynamics is important for AIDS clinical study. It allows one to examine how a patient recuperates for an antiviral treatment. This paper investigates a discretization approach to the viral load based on a long-term HIV dynamic model. We propose a two-stage nonparametric procedure for estimating the viral load and the time-varying new productive virus. Simulation study shows that the proposed estimated methods are efficient and powerful for fitting long-term viral load measurements. © Springer-Verlag Berlin Heidelberg 2005.||Source Title:||Lecture Notes in Computer Science||URI:||http://scholarbank.nus.edu.sg/handle/10635/105470||ISSN:||03029743|
|Appears in Collections:||Staff Publications|
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