M
Mammoliti
Publications - 1
Citations - 7
Mammoliti is an academic researcher. The author has contributed to research in topics: Pharmacogenomics. The author has co-authored 1 publications.
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Drug Sensitivity Prediction From Cell Line-Based Pharmacogenomics Data: Guidelines for Developing Machine Learning Models
Sharifi Noghabi,Sharifi Noghabi,Jahangiri-Tazehkand,Jahangiri-Tazehkand,Hon,Hon,Smirnov,Smirnov,Mammoliti,Kadambat Nair,Singh Mer,Ester,Haibe-Kains +12 more
TL;DR: A set of guidelines for different aspects of training gene expression-based predictors using cell line datasets is introduced, which provide extensive analysis of the generalization of drug sensitivity predictors, and challenge many current practices in the community including the choice of training dataset and measure ofdrug sensitivity.