Quantification of respiratory effort magnitude in spontaneous breathing patients using Convolutional Autoencoders

10.1016/j.cmpb.2021.106601

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Main Authors: Ang, Christopher Yew Shuen, Chiew, Yeong Shiong, Vu, Lien Hong, Cove, Matthew E
Other Authors: MEDICINE
Format: Article
Published: Elsevier BV 2022
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Online Access:https://scholarbank.nus.edu.sg/handle/10635/212801
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spelling sg-nus-scholar.10635-2128012024-04-17T09:29:27Z Quantification of respiratory effort magnitude in spontaneous breathing patients using Convolutional Autoencoders Ang, Christopher Yew Shuen Chiew, Yeong Shiong Vu, Lien Hong Cove, Matthew E MEDICINE Spontaneous breathing Machine learning Convolutional Autoencoder (CAE) Mechanical ventilation 10.1016/j.cmpb.2021.106601 Computer Methods and Programs in Biomedicine 215 106601-106601 2022-01-03T06:05:46Z 2022-01-03T06:05:46Z 2022-03-01 2022-01-03T03:11:27Z Article Ang, Christopher Yew Shuen, Chiew, Yeong Shiong, Vu, Lien Hong, Cove, Matthew E (2022-03-01). Quantification of respiratory effort magnitude in spontaneous breathing patients using Convolutional Autoencoders. Computer Methods and Programs in Biomedicine 215 : 106601-106601. ScholarBank@NUS Repository. https://doi.org/10.1016/j.cmpb.2021.106601 01692607 https://scholarbank.nus.edu.sg/handle/10635/212801 Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/ Elsevier BV Elements
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic Spontaneous breathing
Machine learning
Convolutional Autoencoder (CAE)
Mechanical ventilation
spellingShingle Spontaneous breathing
Machine learning
Convolutional Autoencoder (CAE)
Mechanical ventilation
Ang, Christopher Yew Shuen
Chiew, Yeong Shiong
Vu, Lien Hong
Cove, Matthew E
Quantification of respiratory effort magnitude in spontaneous breathing patients using Convolutional Autoencoders
description 10.1016/j.cmpb.2021.106601
author2 MEDICINE
author_facet MEDICINE
Ang, Christopher Yew Shuen
Chiew, Yeong Shiong
Vu, Lien Hong
Cove, Matthew E
format Article
author Ang, Christopher Yew Shuen
Chiew, Yeong Shiong
Vu, Lien Hong
Cove, Matthew E
author_sort Ang, Christopher Yew Shuen
title Quantification of respiratory effort magnitude in spontaneous breathing patients using Convolutional Autoencoders
title_short Quantification of respiratory effort magnitude in spontaneous breathing patients using Convolutional Autoencoders
title_full Quantification of respiratory effort magnitude in spontaneous breathing patients using Convolutional Autoencoders
title_fullStr Quantification of respiratory effort magnitude in spontaneous breathing patients using Convolutional Autoencoders
title_full_unstemmed Quantification of respiratory effort magnitude in spontaneous breathing patients using Convolutional Autoencoders
title_sort quantification of respiratory effort magnitude in spontaneous breathing patients using convolutional autoencoders
publisher Elsevier BV
publishDate 2022
url https://scholarbank.nus.edu.sg/handle/10635/212801
_version_ 1800915292244672512