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The implementation of an apnea-based perinatal stress calculator

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dc.creatorLavanga M.spa
dc.creatorWel O.De.spa
dc.creatorCaicedo A.spa
dc.creatorDeviaene M.spa
dc.creatorMoeyersons J.spa
dc.creatorVaron C.spa
dc.creatorBollen B.spa
dc.creatorJansen K.spa
dc.creatorOrtibus E.spa
dc.creatorNaulaers G.spa
dc.creatorVan Huffel S.spa
dc.date.accessioned2020-05-25T23:58:28Z
dc.date.available2020-05-25T23:58:28Z
dc.date.created2019spa
dc.description.abstractEarly life stress in the neonatal intensive care unit (NICU) predisposes premature infants to adverse health outcomes. Although those patients experience frequent apneas and sleep-wake disturbances during their hospital stay, clinicians still rely on clinical scales to assess pain and stress burden. This study addresses the relationship between stress and apneic spells in NICU patients to implement an automatic stress detector. EEG, ECG and SpO2 were recorded from 40 patients for at least 3 hours and the stress burden was assessed using the Leuven Pain Scale. Different logistic regression models were designed to detect the presence or the absence of stress based on the signals reactivity to each apneic spell. The classification shows that stress can be detected with an area under the curve of 0.94 and a misclassification error of 19.23%. These results were obtained via SpO2 dips and EEG regularity. These findings suggest that stress deepens the physiological reaction to apneas, which could ultimately impact the neurological and behavioral development. © 2019 IEEE.eng
dc.format.mimetypeapplication/pdf
dc.identifier.doihttps://doi.org/10.1109/EMBC.2019.8856955
dc.identifier.urihttps://repository.urosario.edu.co/handle/10336/22869
dc.language.isoengspa
dc.publisherInstitute of Electrical and Electronics Engineers Inc.spa
dc.relation.citationEndPage6003
dc.relation.citationStartPage6000
dc.relation.citationTitleProceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society
dc.relation.ispartofProceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS,(2019); pp. 6000-6003spa
dc.relation.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85077840003&doi=10.1109%2fEMBC.2019.8856955&partnerID=40&md5=c2eabb257a5eea83660205aedafe16b1spa
dc.rights.accesRightsinfo:eu-repo/semantics/openAccess
dc.rights.accesoAbierto (Texto Completo)spa
dc.source.instnameinstname:Universidad del Rosariospa
dc.source.reponamereponame:Repositorio Institucional EdocURspa
dc.subject.keywordimplementationspa
dc.subject.keywordapnea-basedspa
dc.subject.keywordperinatalspa
dc.subject.keywordstressspa
dc.subject.keywordcalculatorspa
dc.titleThe implementation of an apnea-based perinatal stress calculatorspa
dc.typeconferenceObjecteng
dc.type.hasVersioninfo:eu-repo/semantics/publishedVersion
dc.type.spaDocumento de conferenciaspa
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