Comparative Analysis on Machine Learning and Deep Learning to Predict Post-Induction Hypotension

Comparative Analysis on Machine Learning and Deep Learning to Predict Post-Induction Hypotension

Hypotensive events in the initial stage of anesthesia can cause serious complications in the patients after surgery, which could be fatal. In this study, we intended to predict hypotension after tracheal intubation using machine learning and deep learning techniques after intubation one minute in ad...

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Bibliographic Details
Main Authors: Jihyun Lee, Jiyoung Woo, Ah Reum Kang, Young-Seob Jeong, Woohyun Jung, Misoon Lee, Sang Hyun Kim
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Sensors
Subjects:
hypotension prediction
machine learning
deep learning
anesthesia
vital records
biomedical sensor
Online Access:https://www.mdpi.com/1424-8220/20/16/4575

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https://www.mdpi.com/1424-8220/20/16/4575

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