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The Effects of Rso2 and PI Monitoring Images on the Treatment of Premature Infants Based on Deep Learning

In recent years, due to the combined effects of individual behavior, psychological factors, environmental exposure, medical conditions, biological factors, etc., the incidence of preterm birth has gradually increased, so the incidence of various complications of preterm infants has also become highe...

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Detalles Bibliográficos
Autores principales: Li, Junran, Ma, Jing, Liu, Sudan, Qiao, Yanxia, Shen, Cuncun, Qiu, Jingjing, Zhang, Ming, He, Lanlan, Fan, Tao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8888060/
https://www.ncbi.nlm.nih.gov/pubmed/35242208
http://dx.doi.org/10.1155/2022/5671713
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author Li, Junran
Ma, Jing
Liu, Sudan
Qiao, Yanxia
Shen, Cuncun
Qiu, Jingjing
Zhang, Ming
He, Lanlan
Fan, Tao
author_facet Li, Junran
Ma, Jing
Liu, Sudan
Qiao, Yanxia
Shen, Cuncun
Qiu, Jingjing
Zhang, Ming
He, Lanlan
Fan, Tao
author_sort Li, Junran
collection PubMed
description In recent years, due to the combined effects of individual behavior, psychological factors, environmental exposure, medical conditions, biological factors, etc., the incidence of preterm birth has gradually increased, so the incidence of various complications of preterm infants has also become higher and higher. This article is aimed at studying the therapeutic effects of preterm infants and proposing the application of rSO2 and PI image monitoring based on deep learning to the treatment of preterm infants. This article introduces deep learning, blood perfusion index, preterm infants, and other related content in detail and conducts experiments on the treatment of rSO2 and PI monitoring images based on deep learning in preterm infants. The experimental results show that the rSO2 and PI monitoring images based on deep learning can provide great help for the treatment of preterm infants and greatly improve the treatment efficiency of preterm infants by at least 15%.
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spelling pubmed-88880602022-03-02 The Effects of Rso2 and PI Monitoring Images on the Treatment of Premature Infants Based on Deep Learning Li, Junran Ma, Jing Liu, Sudan Qiao, Yanxia Shen, Cuncun Qiu, Jingjing Zhang, Ming He, Lanlan Fan, Tao Comput Math Methods Med Research Article In recent years, due to the combined effects of individual behavior, psychological factors, environmental exposure, medical conditions, biological factors, etc., the incidence of preterm birth has gradually increased, so the incidence of various complications of preterm infants has also become higher and higher. This article is aimed at studying the therapeutic effects of preterm infants and proposing the application of rSO2 and PI image monitoring based on deep learning to the treatment of preterm infants. This article introduces deep learning, blood perfusion index, preterm infants, and other related content in detail and conducts experiments on the treatment of rSO2 and PI monitoring images based on deep learning in preterm infants. The experimental results show that the rSO2 and PI monitoring images based on deep learning can provide great help for the treatment of preterm infants and greatly improve the treatment efficiency of preterm infants by at least 15%. Hindawi 2022-02-22 /pmc/articles/PMC8888060/ /pubmed/35242208 http://dx.doi.org/10.1155/2022/5671713 Text en Copyright © 2022 Junran Li et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Li, Junran
Ma, Jing
Liu, Sudan
Qiao, Yanxia
Shen, Cuncun
Qiu, Jingjing
Zhang, Ming
He, Lanlan
Fan, Tao
The Effects of Rso2 and PI Monitoring Images on the Treatment of Premature Infants Based on Deep Learning
title The Effects of Rso2 and PI Monitoring Images on the Treatment of Premature Infants Based on Deep Learning
title_full The Effects of Rso2 and PI Monitoring Images on the Treatment of Premature Infants Based on Deep Learning
title_fullStr The Effects of Rso2 and PI Monitoring Images on the Treatment of Premature Infants Based on Deep Learning
title_full_unstemmed The Effects of Rso2 and PI Monitoring Images on the Treatment of Premature Infants Based on Deep Learning
title_short The Effects of Rso2 and PI Monitoring Images on the Treatment of Premature Infants Based on Deep Learning
title_sort effects of rso2 and pi monitoring images on the treatment of premature infants based on deep learning
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8888060/
https://www.ncbi.nlm.nih.gov/pubmed/35242208
http://dx.doi.org/10.1155/2022/5671713
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