Identifying genes related to chemosensitivity using support vector machine.

  • Lei Bao
  • Published 2005 in Methods in molecular medicine

Abstract

In an effort to identify genes involved in chemosensitivity and to evaluate the functional relationships between genes and anticancer drugs acting by the same mechanism, a supervised machine learning approach called support vector machine (SVM) is used to associate genes with any of five predefined anticancer drug mechanistic categories. The drug activity… (More)

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Cite this paper

@article{Bao2005IdentifyingGR, title={Identifying genes related to chemosensitivity using support vector machine.}, author={Lei Bao}, journal={Methods in molecular medicine}, year={2005}, volume={111}, pages={233-40} }