Bala G. Nair

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

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

Explainable AI for Trees: From Local Explanations to Global Understanding

Scott Lundberg, Gabriel Erion, Hugh Chen et al. · arXiv (Cornell University) · 2019 · 263 citations · Full text

Computing, Computer Science, Data Science +17

Improving Operating Room Efficiency: Machine Learning Approach to Predict Case-Time Duration

Matthew A. Bartek, Rajeev C. Saxena, Stuart Solomon et al. · Journal of the American College of Surgeons · 2019 · 145 citations

Computing, Data Science, Operations Management +8

Feedback Mechanisms Including Real-Time Electronic Alerts to Achieve Near 100% Timely Prophylactic Antibiotic Administration in Surgical Cases

Bala G. Nair, Shu-Fang Newman, Gene N. Peterson et al. · Anesthesia & Analgesia · 2010 · 110 citations

Medicine, Anesthesiology, Surgery +17