Alex J. DeGrave
University of Washington(US)
Publications by Year
Research Areas
AI in cancer detection, Gene Regulatory Network Analysis, Artificial Intelligence in Healthcare and Education, COVID-19 diagnosis using AI, Machine Learning in Healthcare
Most-Cited Works
- → From local explanations to global understanding with explainable AI for trees(2020)8,057 cited
- → AI for radiographic COVID-19 detection selects shortcuts over signal(2021)446 cited
- → Explainable AI for Trees: From Local Explanations to Global Understanding(2019)262 cited
- → WESTPA 2.0: High-Performance Upgrades for Weighted Ensemble Simulations and Analysis of Longer-Timescale Applications(2022)98 cited
- → Transparent medical image AI via an image–text foundation model grounded in medical literature(2024)77 cited
- → Auditing the inference processes of medical-image classifiers by leveraging generative AI and the expertise of physicians(2023)43 cited
- → A Suite of Tutorials for the WESTPA Rare-Events Sampling Software [Article v1.0](2019)42 cited
- → Large enhancement of response times of a protein conformational switch by computational design(2018)36 cited
- → The RED scheme: Rate-constant estimation from pre-steady state weighted ensemble simulations(2021)25 cited