• DocumentCode
    805532
  • Title

    When to initiate HIV therapy: a control theoretic approach

  • Author

    Jeffrey, Annah M. ; Xia, Xiaohua ; Craig, Ian K.

  • Author_Institution
    Dept. of Electr., Electron., & Comput. Eng., Pretoria Univ., South Africa
  • Volume
    50
  • Issue
    11
  • fYear
    2003
  • Firstpage
    1213
  • Lastpage
    1220
  • Abstract
    This paper shows an application of control theory to human immunodeficiency virus (HIV)/AIDS models. Minimum singular value decomposition is applied to HIV/AIDS models to measure the extent to which the different stages in the progression of HIV/AIDS disease are controllable and, consequently, when best to initiate therapy such that the general objectives of therapy are satisfied. Simulations are used to demonstrate the effect of treatment at various stages. Comparisons are made between mono-class and combination therapies and between when therapy is initiated at the acute infection, asymptomatic and the advanced stages.
  • Keywords
    diseases; microorganisms; optimal control; patient treatment; physiological models; singular value decomposition; HIV therapy; HIV/AIDS models; chemotherapy; combination therapies; control theoretic approach; controllability; minimum singular value decomposition; mono-class therapies; Acquired immune deficiency syndrome; Africa; Control theory; Diseases; Drugs; Guidelines; Human immunodeficiency virus; Immune system; Medical treatment; Singular value decomposition; Anti-Retroviral Agents; Computer Simulation; Disease Progression; Dose-Response Relationship, Drug; Drug Administration Schedule; Drug Therapy, Combination; Drug Therapy, Computer-Assisted; HIV; HIV Infections; Humans; Models, Biological; Population Dynamics; Systems Theory; Viral Load;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2003.818465
  • Filename
    1237360