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Optimized structured treatment interruption for HIV therapy and its performance analysis on controllability

Authors
Ko, JHKim, WHChung, CC
Issue Date
Mar-2006
Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Keywords
controllability; dynamic programming; HIV; MPC; optimal control; STI
Citation
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, v.53, no.3, pp.380 - 386
Indexed
SCIE
SCOPUS
Journal Title
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
Volume
53
Number
3
Start Page
380
End Page
386
URI
https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/181721
DOI
10.1109/TBME.2005.869651
ISSN
0018-9294
Abstract
This paper presents dynamic programming therapy to reduce medication and establish long-term immune response against HIV-infection. Understanding HIV-related immune system control enables better HIV therapy without using full-treatments. Discrete regimen and continuous regimen characteristics are compared. Controllability of HIV-related immune system is analyzed for better understanding of optimal control in HIV therapy. Using optimal control provides more effective therapy than the full treatment without interruption in terms of controllability analysis. Case studies indicated the proposed therapy induces long-term nonprogression while preserving high CD4 T-helper cell count and low virus load in HIV-infected patients.
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