Deep Learning in Biomedicine and Genomics: An Introduction and Applications to Next-generation Sequencing and Disease Diagnostics

  • We will review the history and taxonomy of machine learning and artificial intelligence
  • We will introduce deep learning, covering both what it is and why its so exciting.
  • We will review a highlight a few deep learning applications to biomedical problems across the field
  • We will do a deep dive into three recent deep learning applications from Google Brain:
  • Detection of cancer cells in pathology images
  • Detection of diabetic retinopathy from fundus images of the eye
  • Calling SNP and indel variants in next-generation sequencing data

Speaker: Mark DePristo, Google

 

Monday, 12/04/17

Contact:

Website: Click to Visit

Cost:

$5 General, Free for IEEE CIS members

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