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Estimation and prediction with HIV-treatment interruption data.

Publication ,  Journal Article
Adams, BM; Banks, HT; Davidian, M; Rosenberg, ES
Published in: Bull Math Biol
February 2007

We consider longitudinal clinical data for HIV patients undergoing treatment interruptions. We use a nonlinear dynamical mathematical model in attempts to fit individual patient data. A statistically-based censored data method is combined with inverse problem techniques to estimate dynamic parameters. The predictive capabilities of this approach are demonstrated by comparing simulations based on estimation of parameters using only half of the longitudinal observations to the full longitudinal data sets.

Duke Scholars

Published In

Bull Math Biol

DOI

ISSN

0092-8240

Publication Date

February 2007

Volume

69

Issue

2

Start / End Page

563 / 584

Location

United States

Related Subject Headings

  • Viral Load
  • Predictive Value of Tests
  • Models, Biological
  • Longitudinal Studies
  • Humans
  • HIV-1
  • HIV Infections
  • Drug Administration Schedule
  • Data Interpretation, Statistical
  • Cohort Studies
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Adams, B. M., Banks, H. T., Davidian, M., & Rosenberg, E. S. (2007). Estimation and prediction with HIV-treatment interruption data. Bull Math Biol, 69(2), 563–584. https://doi.org/10.1007/s11538-006-9140-6
Adams, B. M., H. T. Banks, M. Davidian, and E. S. Rosenberg. “Estimation and prediction with HIV-treatment interruption data.Bull Math Biol 69, no. 2 (February 2007): 563–84. https://doi.org/10.1007/s11538-006-9140-6.
Adams BM, Banks HT, Davidian M, Rosenberg ES. Estimation and prediction with HIV-treatment interruption data. Bull Math Biol. 2007 Feb;69(2):563–84.
Adams, B. M., et al. “Estimation and prediction with HIV-treatment interruption data.Bull Math Biol, vol. 69, no. 2, Feb. 2007, pp. 563–84. Pubmed, doi:10.1007/s11538-006-9140-6.
Adams BM, Banks HT, Davidian M, Rosenberg ES. Estimation and prediction with HIV-treatment interruption data. Bull Math Biol. 2007 Feb;69(2):563–584.
Journal cover image

Published In

Bull Math Biol

DOI

ISSN

0092-8240

Publication Date

February 2007

Volume

69

Issue

2

Start / End Page

563 / 584

Location

United States

Related Subject Headings

  • Viral Load
  • Predictive Value of Tests
  • Models, Biological
  • Longitudinal Studies
  • Humans
  • HIV-1
  • HIV Infections
  • Drug Administration Schedule
  • Data Interpretation, Statistical
  • Cohort Studies