Gabriel Erion

MD-PhD Student

University of Washington


I’m an MD-PhD student at the University of Washington, currently doing PhD research with Dr. Su-In Lee and the AIMS Lab. I’m interested in using machine learning methods to build clinical risk scores that are easier to use, more human-interpretable, and that better incorporate clinical domain knowledge.


  • Predictive Medicine
  • Machine Learning


  • PhD in Computer Science & Engineering, 2021 (Expected)

    Paul G. Allen School of Computer Science & Engineering

  • MD, 2023 (Expected)

    University of Washington Medical School

  • AB in Applied Mathematics, 2015

    Harvard University