Identifying Predictive Features in Drug Response Using Machine Learning: Opportunities and Challenges.
This article reviews several techniques from machine learning that can be used to study the problem of identifying a small number of features, from among tens of thousands of measured features, that can accurately predict a drug response. Prediction problems are divided into two categories: sparse c...
| Publicado en: | Annual Review of Pharmacology & Toxicology Vol. 55; pp. 15 - 31 |
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| Autor principal: | |
| Formato: | equations & formulas review tables/charts Journal Article |
| Publicado: |
Annual Reviews Inc.
2015
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| Acceso en línea: | Ver este registro en EBSCOhost |