Concepedia

A community effort to assess and improve drug sensitivity prediction algorithms

James C. Costello, Laura M. Heiser, Elisabeth Georgii, Mehmet Gönen, Michael P. Menden, Nicholas J. Wang, Mukesh Bansal, Muhammad Ammad-ud-din, Petteri Hintsanen, Suleiman A. Khan,

Nature Biotechnology · 2014 · 832 citations · 43 references

DOIFull text

Open access

Concepts

References

43

Random Forests

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

Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles

Aravind Subramanian, Pablo Tamayo, Vamsi K. Mootha et al. · Proceedings of the National Academy of Sciences · 2005 · 56.7K citations · Full text

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KEGG: Kyoto Encyclopedia of Genes and Genomes

Minoru Kanehisa · Nucleic Acids Research · 2000 · 39.2K citations · Full text

, , +5

KEGG: Kyoto Encyclopedia of Genes and Genomes

Hiroyuki Ogata, Susumu Goto, Kazushige Sato et al. · Nucleic Acids Research · 1999 · 32.4K citations · Full text

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Regularization Paths for Generalized Linear Models via Coordinate Descent

Jerome H. Friedman, Trevor Hastie, Robert Tibshirani · Journal of Statistical Software · 2010 · 17.1K citations · Full text

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