Genomic Landscape

Motivation

  • Massive scales of genomic datasets have been generated but these datasets are heterogeneous and difficult to analyze collectively

Approach

  • Harmonize data assayed on diverse platforms with statistical models
  • Characterize hidden structure in the data with deep learning

Impact

  • Enable discovery of new biological knowledge
  • Permit the systemic comparison of different cancers