D
David E. Liston
Researcher at University of Washington
Publications - 9
Citations - 1033
David E. Liston is an academic researcher from University of Washington. The author has contributed to research in topics: Hypoxemia & Anesthesiology. The author has an hindex of 4, co-authored 9 publications receiving 454 citations. Previous affiliations of David E. Liston include Seattle Children's.
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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.
Journal ArticleDOI
In Pursuit of an Opioid-Free Pediatric Ambulatory Surgery Center: A Quality Improvement Initiative.
Amber M Franz,Lynn D. Martin,David E. Liston,Gregory J. Latham,Michael J. Richards,Daniel Low +5 more
TL;DR: By utilizing dexmedetomidine, nonsteroidal anti-inflammatory drugs, and regional anesthesia for pediatric ambulatory surgeries at the Bellevue Clinic and Surgery Center, perioperative opioids were minimized without compromising patient outcomes or value.
Journal ArticleDOI
The pudendal nerve block for ambulatory urology: What's old is new again. A quality improvement project.
Chinonyerem Okoro,Henry Huang,Shannon Cannon,Daniel Low,David E. Liston,Michael J. Richards,Thomas S. Lendvay +6 more
TL;DR: PNB is non-inferior to CEA for analgesia for pediatric penile surgery, with LD-PNB being as effective as US-PNBs, and given the simplicity and documented lower risk profile, PNB may be preferred toCEA for ambulatory pediatric urology procedures.