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Toward better benchmarking: challenge-based methods assessment in cancer genomics.

  • Author(s): Boutros, Paul C
  • Margolin, Adam A
  • Stuart, Joshua M
  • Califano, Andrea
  • Stolovitzky, Gustavo
  • et al.
Abstract

Rapid technological development has created an urgent need for improved evaluation of algorithms for the analysis of cancer genomics data. We outline how challenge-based assessment may help fill this gap by leveraging crowd-sourcing to distribute effort and reduce bias.

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