Title :
Optimized structured treatment interruption for HIV therapy and its performance analysis on controllability
Author :
Ko, Ji Hyun ; Kim, Won Hee ; Chung, Chung Choo
Author_Institution :
Div. of Electr. & Comput. Eng., Hanyang Univ., Seoul, South Korea
fDate :
3/1/2006 12:00:00 AM
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.
Keywords :
cellular biophysics; dynamic programming; medical control systems; microorganisms; optimal control; patient treatment; HIV therapy; HIV-related immune system control; controllability; dynamic programming therapy; high CD4 T-helper cell count; long-term immune response; low virus load; optimal control; optimized structured treatment interruption; Biomedical engineering; Controllability; Drugs; Dynamic programming; Human immunodeficiency virus; Immune system; Medical treatment; Optimal control; Performance analysis; Sampling methods; Controllability; HIV; MPC; STI; dynamic programming; optimal control; Algorithms; Anti-HIV Agents; Computer Simulation; Drug Administration Schedule; Drug Therapy, Computer-Assisted; HIV; HIV Infections; Humans; Models, Biological; Quality Control; Treatment Outcome;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2005.869651