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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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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%. |
format | Online Article Text |
id | pubmed-8888060 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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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