Su‐In Lee

From local explanations to global understanding with explainable AI for trees

Scott Lundberg, Gabriel Erion, Hugh Chen et al. · Nature Machine Intelligence · 2020 · 8.9K citations · Full text

Computing, Computer Science, Data Science +16

A Unified Approach to Interpreting Model Predictions

Scott Lundberg, Su‐In Lee · arXiv (Cornell University) · 2017 · 7.6K citations · Full text

Computing, Computer Science, Data Science +17

Explainable machine-learning predictions for the prevention of hypoxaemia during surgery

Scott Lundberg, Bala G. Nair, Monica S. Vavilala et al. · Nature Biomedical Engineering · 2018 · 2K citations

Computing, Perioperative Medicine, Surgery +12

Consistent Individualized Feature Attribution for Tree Ensembles

Scott Lundberg, Gabriel Erion, Su‐In Lee · arXiv (Cornell University) · 2018 · 552 citations · Full text

Computing, Computer Science, Data Science +16

AI for radiographic COVID-19 detection selects shortcuts over signal

Alex J. DeGrave, Joseph D. Janizek, Su‐In Lee · Nature Machine Intelligence · 2021 · 475 citations · Full text

Computing, Computer Science, Radiology +10