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Differentially mutated subnetworks discovery.

Morteza Chalabi HajkarimEli UpfalFabio Vandin
Published in: Algorithms for molecular biology : AMB (2019)
We test DAMOKLE on simulated and real data, showing that DAMOKLE does indeed find subnetworks with significant differences in mutation frequency and that it provides novel insights into the molecular mechanisms of the disease not revealed by standard methods.
Keyphrases
  • small molecule
  • electronic health record
  • big data
  • high throughput
  • machine learning
  • deep learning