Using Machine Learning to Harness the Complexities of Inflammasome Biology for Novel Drug Discovery

Time: 10:00 am
day: Day Two

Details:

  • Training machine learning algorithms to identify different states of inflammasome activation and inhibition in human primary PBMCs
  • Combining these algorithm predictions with traditional readouts from imaging data and secreted protein profiling data in order to obtain a full picture of these states of inflammasome activation and inhibition
  • Capturing and analyzing all of these data from a single well, enabling us to characterize, score, and nominate hits from large compound libraries

Speakers: