Login / Signup

NeoMutate: an ensemble machine learning framework for the prediction of somatic mutations in cancer.

Irantzu AnzarAngelina SverchkovaRichard StratfordTrevor Clancy
Published in: BMC medical genomics (2019)
We show here that integrating multiple tools in an ensemble ML layer optimizes somatic variant detection rates, leading to a potentially improved variant selection framework for the diagnosis and treatment of cancer.
Keyphrases
  • papillary thyroid
  • machine learning
  • squamous cell
  • copy number
  • convolutional neural network
  • squamous cell carcinoma
  • childhood cancer
  • gene expression
  • young adults
  • big data
  • real time pcr
  • quantum dots