Concepedia

Efficient Parameter Estimation Enables the Prediction of Drug Response Using a Mechanistic Pan-Cancer Pathway Model

Fabian Fröhlich, Daniel Weindl, Alexey Shadrin, Leonard Schmiester, Hendrik Hache, Artur Muradyan, Moritz Schütte, Ji‐Hyun Lim, Matthias Heinig, Fabian J. Theis,

Cell Systems · 2018 · 156 citations · 66 references

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66

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

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Comprehensive molecular portraits of human breast tumours

Nature · 2012 · 12.4K citations · Full text

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The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity

Jordi Barretina, Giordano Caponigro, Nicolas Stransky et al. · Nature · 2012 · 8.5K citations

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Genomics of Drug Sensitivity in Cancer (GDSC): a resource for therapeutic biomarker discovery in cancer cells

Wanjuan Yang, Jorge Soares, Patricia Greninger et al. · Nucleic Acids Research · 2012 · 4.3K citations · Full text

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