Avatar

Owen Guch

PhD Student
Applied Mathematics & Statistics, and Scientific Computation Graduate Program

My research currently focuses on using unsupervised learning (in particular, random forest models) to predict and identify sepsis infection early, which we hope will save doctors time and effort as well as provide a more objective way of diagnosing infection.

Interests

  • Gaussian processes
  • Ensemble models
  • Variable selection in an unsupervised learning framework
  • Applications in -omics and medical data

Education

  • BS in Applied Mathematics, 2023

    William and Mary