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cs.LG2025
What Causes Postoperative Aspiration?
Supriya Nagesh, Karina Covarrubias, Robert El-Kareh +2
Background: Aspiration, the inhalation of foreign material into the lungs, significantly impacts surgical patient morbidity and mortality. This study develops a machine learning (M…
cs.LG2023★ 1 cited
Explaining a machine learning decision to physicians via counterfactuals
Supriya Nagesh, Nina Mishra, Yonatan Naamad +3
Machine learning models perform well on several healthcare tasks and can help reduce the burden on the healthcare system. However, the lack of explainability is a major roadblock t…