An intelligent detection and therapeutic device to support sleep apnea in infants
Among the numerous sleep-disorders breathing patterns encountered by babies, such as intermittent respiration, premature apnea, obstructive sleep apnea wa sconsidered a major cause of concern. Upper airway structure, pulmonary system mechanics, etc. are only a few reasons why the babies are vulnerab...
Main Authors: | , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
EDP Sciences
2021-01-01
|
Series: | ITM Web of Conferences |
Online Access: | https://www.itm-conferences.org/articles/itmconf/pdf/2021/02/itmconf_icitsd2021_01006.pdf |
id |
doaj-dd614358f9284a1a87f34cc2b53169c3 |
---|---|
record_format |
Article |
spelling |
doaj-dd614358f9284a1a87f34cc2b53169c32021-03-19T08:24:39ZengEDP SciencesITM Web of Conferences2271-20972021-01-01370100610.1051/itmconf/20213701006itmconf_icitsd2021_01006An intelligent detection and therapeutic device to support sleep apnea in infantsDivakaran Sindu0Sudhakar T.1Sindhiya R2Gupta Rimisha3Premkumar J4Department of Biomedical Engineering, Sathyabama Institute of Science and TechnologyDepartment of Biomedical Engineering, Sathyabama Institute of Science and TechnologyDepartment of Biomedical Engineering, Sathyabama Institute of Science and TechnologyDepartment of Biomedical Engineering, Sathyabama Institute of Science and TechnologyDepartment of Biomedical Engineering, Sathyabama Institute of Science and TechnologyAmong the numerous sleep-disorders breathing patterns encountered by babies, such as intermittent respiration, premature apnea, obstructive sleep apnea wa sconsidered a major cause of concern. Upper airway structure, pulmonary system mechanics, etc. are only a few reasons why the babies are vulnerable to obstructive sleep disorder. An imbalance in the viscoelastic properties of the pharynx, dilators and pressure can lead to airway collapse. Low level of oxygen in blood or hypoxemia is considered a characteristic in infants with severe Obstructive Sleep Apnea (OSA). Invasive treatments like nasopharyngeal tubes, continuous positive airway pressure (CPAP), or tracheostomy are found to be helpful in most cases where infants experience sleep apnea. This paper suggests an appropriate method for long-term monitoring of obstructive sleep apnea in infants and, if any abnormalities are observed, the tool provides continuous airway pressure treatment until the abnormality is stabilized. Resilient propagation algorithm is utilised to train the datasets and produce a relevant output.https://www.itm-conferences.org/articles/itmconf/pdf/2021/02/itmconf_icitsd2021_01006.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Divakaran Sindu Sudhakar T. Sindhiya R Gupta Rimisha Premkumar J |
spellingShingle |
Divakaran Sindu Sudhakar T. Sindhiya R Gupta Rimisha Premkumar J An intelligent detection and therapeutic device to support sleep apnea in infants ITM Web of Conferences |
author_facet |
Divakaran Sindu Sudhakar T. Sindhiya R Gupta Rimisha Premkumar J |
author_sort |
Divakaran Sindu |
title |
An intelligent detection and therapeutic device to support sleep apnea in infants |
title_short |
An intelligent detection and therapeutic device to support sleep apnea in infants |
title_full |
An intelligent detection and therapeutic device to support sleep apnea in infants |
title_fullStr |
An intelligent detection and therapeutic device to support sleep apnea in infants |
title_full_unstemmed |
An intelligent detection and therapeutic device to support sleep apnea in infants |
title_sort |
intelligent detection and therapeutic device to support sleep apnea in infants |
publisher |
EDP Sciences |
series |
ITM Web of Conferences |
issn |
2271-2097 |
publishDate |
2021-01-01 |
description |
Among the numerous sleep-disorders breathing patterns encountered by babies, such as intermittent respiration, premature apnea, obstructive sleep apnea wa sconsidered a major cause of concern. Upper airway structure, pulmonary system mechanics, etc. are only a few reasons why the babies are vulnerable to obstructive sleep disorder. An imbalance in the viscoelastic properties of the pharynx, dilators and pressure can lead to airway collapse. Low level of oxygen in blood or hypoxemia is considered a characteristic in infants with severe Obstructive Sleep Apnea (OSA). Invasive treatments like nasopharyngeal tubes, continuous positive airway pressure (CPAP), or tracheostomy are found to be helpful in most cases where infants experience sleep apnea. This paper suggests an appropriate method for long-term monitoring of obstructive sleep apnea in infants and, if any abnormalities are observed, the tool provides continuous airway pressure treatment until the abnormality is stabilized. Resilient propagation algorithm is utilised to train the datasets and produce a relevant output. |
url |
https://www.itm-conferences.org/articles/itmconf/pdf/2021/02/itmconf_icitsd2021_01006.pdf |
work_keys_str_mv |
AT divakaransindu anintelligentdetectionandtherapeuticdevicetosupportsleepapneaininfants AT sudhakart anintelligentdetectionandtherapeuticdevicetosupportsleepapneaininfants AT sindhiyar anintelligentdetectionandtherapeuticdevicetosupportsleepapneaininfants AT guptarimisha anintelligentdetectionandtherapeuticdevicetosupportsleepapneaininfants AT premkumarj anintelligentdetectionandtherapeuticdevicetosupportsleepapneaininfants AT divakaransindu intelligentdetectionandtherapeuticdevicetosupportsleepapneaininfants AT sudhakart intelligentdetectionandtherapeuticdevicetosupportsleepapneaininfants AT sindhiyar intelligentdetectionandtherapeuticdevicetosupportsleepapneaininfants AT guptarimisha intelligentdetectionandtherapeuticdevicetosupportsleepapneaininfants AT premkumarj intelligentdetectionandtherapeuticdevicetosupportsleepapneaininfants |
_version_ |
1724213142722969600 |