J
Jerry Kim
Researcher at Seattle Children's
Publications - 2
Citations - 985
Jerry Kim is an academic researcher from Seattle Children's. The author has contributed to research in topics: Hypoxemia. The author has an hindex of 2, co-authored 2 publications receiving 431 citations. Previous affiliations of Jerry Kim include University of Washington.
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Journal ArticleDOI
Explainable Machine-Learning Predictions for the Prevention of Hypoxaemia During Surgery
Scott M. Lundberg,Bala G. Nair,Monica S. Vavilala,Mayumi Horibe,Michael J. Eisses,Michael J. Eisses,Trevor Adams,Trevor Adams,David E. Liston,David E. Liston,Daniel King-Wai Low,Daniel King-Wai Low,Shu-Fang Newman,Jerry Kim,Jerry Kim,Su-In Lee +15 more
TL;DR: The results suggest that if anaesthesiologists currently anticipate 15% of hypoxaemia events, with the assistance of this system they could anticipate 30%, a large portion of which may benefit from early intervention because they are associated with modifiable factors.
Posted ContentDOI
Explainable machine learning predictions to help anesthesiologists prevent hypoxemia during surgery
Scott M. Lundberg,Bala G. Nair,Monica S. Vavilala,Mayumi Horibe,Michael J. Eisses,Trevor Adams,David E. Liston,Daniel King-Wai Low,Shu-Fang Newman,Jerry Kim,Su-In Lee +10 more
TL;DR: Using minute by minute EMR data from fifty thousand surgeries, a machine learning based system called Prescience is developed and tested that predicts real-time hypoxemia risk and presents an explanation of factors contributing to that risk during general anesthesia.