Please use this identifier to cite or link to this item:
Title: Discretization approach and nonparametric modeling for long-term HIV dynamic model
Authors: Chen, J.
Zhang, J.-T. 
Wu, H.
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
ISSN: 03029743
Appears in Collections:Staff Publications

Show full item record
Files in This Item:
There are no files associated with this item.

Google ScholarTM


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.