Explainable AI for Computational Biology, Healthcare, and Medicine

Our lab develops various computational biology approaches using AI and ML for a broad spectrum of applications from basic biology to bedside applications, in addition to fundamental AI and machine learning research.

Research keywords:

  • Computational biology & medicine - precision medicine, systems biology, & genetics

  • Machine learning - explainable AI, interpretability, feature selection, & probabilistic graphical models

Selected Talks

AI & Precision Medicine - UW Medicine "Science in Medicine" lecture

Interpretable ML in Precision Medicine - UW AI Seminar

Interpretable Machine Learning for Precision Medicine

  • Selected as the best talk at Computational Genomics Winter Institute (CGWI) 2018