T
Trevor Adams
Researcher at Seattle Children's
Publications - 6
Citations - 1222
Trevor Adams is an academic researcher from Seattle Children's. The author has contributed to research in topics: Hypoxemia & Retrospective cohort study. The author has an hindex of 5, co-authored 6 publications receiving 585 citations. Previous affiliations of Trevor Adams 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.
Journal ArticleDOI
Complications in Pediatric Regional Anesthesia: An Analysis of More than 100,000 Blocks from the Pediatric Regional Anesthesia Network.
Benjamin J. Walker,Justin B. Long,Madhankumar Sathyamoorthy,Jennifer Birstler,Christine Wolf,Adrian T. Bosenberg,Sean H. Flack,Elliot J. Krane,Navil F. Sethna,Santhanam Suresh,Andreas H. Taenzer,David M. Polaner,Lynn D. Martin,Corrie Anderson,R. Sunder,Trevor Adams,Lizabeth D Martin,Martha Pankovich,Amod Sawardekar,Patrick K. Birmingham,Ryan Marcelino,R J Ramarmurthi,Peter Szmuk,Galit Kastner Ungar,Sara Lozano,Karen Boretsky,Ranu Jain,Maria Matuszczak,Timothy Petersen,Jennifer Dillow,Robert W. Power,Kim Nguyen,Benjamin H. Lee,Lisa Chan,Jorge Pineda,Jacob L Hutchins,Kimberly Mendoza,Kristen Spisak,Aali M Shah,Kathryn DelPizzo,Naomi Dong,Vidya Yalamanchili,Claudia Venable,Cassandra Armstead Williams,Reena Chaudahari,Susumu Ohkawa,Helga Usljebrka,Tarun Bhalla,Pedro Paulo Vanzillotta,Seza Apiliogullari,Andrew D Franklin,Akiko Ando,Sophie R. Pestieau,Caroline F. Wright,Julia M. Rosenbloom,Tony Anderson +55 more
TL;DR: A level of safety in pediatric regional anesthesia that is comparable to adult practice and confirms the safety of placing blocks under general anesthesia in children is demonstrated.
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
Comparison between epidural and opioid analgesia for infants undergoing major abdominal surgery.
Lizabeth D Martin,Trevor Adams,Laura C Duling,Eliot B Grigg,Adrian T. Bosenberg,Frankline Onchiri,Nathalia Jimenez +6 more
TL;DR: The experience with infants undergoing major abdominal surgery was reviewed to determine if epidural catheter use decreased anesthetic and opioid exposure and improved postoperative analgesia.
Journal ArticleDOI
The Use of Opioids for Treatment of Pediatric Neuropathic Pain: A Literature Review.
Robert Blake Windsor,Robert Blake Windsor,See Wan Tham,See Wan Tham,Trevor Adams,Trevor Adams,Annette Anderson +6 more
TL;DR: Clinical experience and typical risk versus benefit considerations suggest a limited, if any, role for using opioids to treat pediatric neuropathic pain.