TY - BOOK AU - Beerenwinkel, N. TI - Computational analysis of HIV drug resistance data SN - 3-8322-2639-7 AV - WC 503 .B44 2004 PY - 2004/// CY - Aachen PB - Shaker Verlag KW - Acquired Immunodeficiency Syndrome|HIV|Drug Resistance N1 - Examines computational ways for the analysis of integrated viral sequence data, phenotopic resistance data and clinical data from HIV-infected patients. A mixture model of trees to describe probabilistically the evolution of drug resistance is introduced and a useful learning algorithm presented. A scoring function for drug combinations that includes estimating the genetic barrier of the combination therapy relative to the viral strain is developed to support therapy optimisation ER -