Development of a prediction model for hypotension after induction of anesthesia using machine learning.

Arterial hypotension during the early phase of anesthesia can lead to adverse outcomes such as a prolonged postoperative stay or even death. Predicting hypotension during anesthesia induction is complicated by its diverse causes. We investigated the feasibility of developing a machine-learning model...

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Bibliographic Details
Main Authors: Ah Reum Kang, Jihyun Lee, Woohyun Jung, Misoon Lee, Sun Young Park, Jiyoung Woo, Sang Hyun Kim
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0231172