Article
Prediction of HIV mutation changes based on treatment history.
AMIA ... Annual Symposium proceedings. AMIA Symposium - 1 Jan 2006
Lin Ray S, Rhee Soo-Yon, Shafer Robert W, Das Amar K
Abstract excerpt
Few studies have investigated sequential HIV-1 mutation changes in the HIV gene in patients changing antiretroviral drugs. We analyze such data from the HIV Drug Resistance Database at Stanford University using three data mining methods: association rule analysis, logistic regression, and classification trees. Although the AUC measures of the overall prediction is not high, these methods can effectively identify...
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