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Pulmonary gas exchange evaluated by machine learning a computer simulation

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Bibliographic Details
Main Authors: Thomas J., Morgan, Adrian N., Langley, Robin D. C., Barrett
Format: Book
Language:Vietnamese
Published: Springer 2023
Subjects:
machine learning
ICU
Online Access:https://link.springer.com/article/10.1007/s10877-022-00879-1
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7145
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spelling oai:localhost:PNK-71452023-03-24T07:20:03Z Pulmonary gas exchange evaluated by machine learning a computer simulation Thomas J., Morgan Adrian N., Langley Robin D. C., Barrett machine learning ICU CC BY Using computer simulation we investigated whether machine learning (ML) analysis of selected ICU monitoring data can quantify pulmonary gas exchange in multi-compartment format. A 21 compartment ventilation/perfusion (V/Q) model of pulmonary blood flow processed 34,551 combinations of cardiac output, hemoglobin concentration, standard P50, base excess, VO2 and VCO2 plus three model-defining parameters: shunt, log SD and mean V/Q. 2023-03-24T07:20:02Z 2023-03-24T07:20:02Z 2023 Book https://link.springer.com/article/10.1007/s10877-022-00879-1 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7145 vi application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language Vietnamese
topic machine learning
ICU
spellingShingle machine learning
ICU
Thomas J., Morgan
Adrian N., Langley
Robin D. C., Barrett
Pulmonary gas exchange evaluated by machine learning a computer simulation
description CC BY
format Book
author Thomas J., Morgan
Adrian N., Langley
Robin D. C., Barrett
author_facet Thomas J., Morgan
Adrian N., Langley
Robin D. C., Barrett
author_sort Thomas J., Morgan
title Pulmonary gas exchange evaluated by machine learning a computer simulation
title_short Pulmonary gas exchange evaluated by machine learning a computer simulation
title_full Pulmonary gas exchange evaluated by machine learning a computer simulation
title_fullStr Pulmonary gas exchange evaluated by machine learning a computer simulation
title_full_unstemmed Pulmonary gas exchange evaluated by machine learning a computer simulation
title_sort pulmonary gas exchange evaluated by machine learning a computer simulation
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s10877-022-00879-1
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7145
_version_ 1761278341590024192
score 8.891145

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