Short-Term Event Prediction in the Operating Room (STEP-OP) of Five-Minute Intraoperative Hypotension Using Hybrid Deep Learning: Retrospective Observational Study and Model Development

Short-Term Event Prediction in the Operating Room (STEP-OP) of Five-Minute Intraoperative Hypotension Using Hybrid Deep Learning: Retrospective Observational Study and Model Development

BackgroundIntraoperative hypotension has an adverse impact on postoperative outcomes. However, it is difficult to predict and treat intraoperative hypotension in advance according to individual clinical parameters. ObjectiveThe aim of this study was to develop a p...

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Bibliographic Details
Main Authors: Sooho Choe, Eunjeong Park, Wooseok Shin, Bonah Koo, Dongjin Shin, Chulwoo Jung, Hyungchul Lee, Jeongmin Kim
Format: Article
Language:English
Published: JMIR Publications 2021-09-01
Series:JMIR Medical Informatics
Online Access:https://medinform.jmir.org/2021/9/e31311

Internet

https://medinform.jmir.org/2021/9/e31311

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