Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/37168
DC FieldValueLanguage
dc.contributor.authorMendonça, Fabio-
dc.contributor.authorMostafa, Sheikh Shanawaz-
dc.contributor.authorMorgado-Dias, Fernando-
dc.contributor.authorNavarro Mesa, Juan Luis-
dc.contributor.authorJuliá Serdá, José Gabriel-
dc.contributor.authorRavelo-García, Antonio-
dc.date.accessioned2018-05-25T10:29:14Z-
dc.date.available2018-05-25T10:29:14Z-
dc.date.issued2017-
dc.identifier.isbn9781538608500-
dc.identifier.otherScopus-
dc.identifier.urihttp://hdl.handle.net/10553/37168-
dc.description.abstractHealth care is changing the focus from primary and specialty care to prevention and wellness. Therefore, home health care is seen as one of the most relevant wellness services due to high accessibility and low cost of diagnosis. The growth relevance given to the sleep related disorders, due to the high importance of sleep in our lives, is specifically significant in this context encouraging the development of methods capable of non-invasively monitor and detection. One of the most relevant sleep disorders is obstructive sleep apnea, being the focus of the work presented in this paper to develop a minimally invasive portable system to detect this disorder using only oximetry. The system developed in this work is capable of collecting the oxygen saturation and pulse rate signals and send them wirelessly to the processing station where an application records and analyses the data. A graphical user interface guides the patients to start the monitoring session and a report is produced at the end of the analysis. The information is graphically presented to the patients and a resume file is generated to be analysed by the sleep technician. A database with 35 patients recordings was analysed, using a cross validation technique in order to evaluate the performance using a logistic regression model as a classifier. The algorithm achieved an accuracy of 86.6% (sensitivity = 66.9%, specificity = 94.5%, AUC = 90.7).-
dc.languageeng-
dc.relation.ispartof2017 International Work Conference On Bio-Inspired Intelligence: Intelligent Systems For Biodiversity Conservation, Iwobi 2017 - Proceedings-
dc.source2017 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, IWOBI 2017 - Proceedings[EISSN ], (Julio 2017)-
dc.subject3314 Tecnología médica-
dc.subject.otherFeature selection-
dc.subject.otherHardware implementation-
dc.subject.otherOxygen saturation-
dc.subject.otherSleep apnea-
dc.titleA minimally invasive portable system for sleep apnea detection-
dc.typeinfo:eu-repo/semantics/conferenceObject-
dc.typeConferenceObject-
dc.relation.conference5th IEEE International Work Conference on Bio-Inspired Intelligence, IWOBI 2017-
dc.identifier.doi10.1109/IWOBI.2017.7985540-
dc.identifier.scopus85028557025-
dc.contributor.authorscopusid57195515804-
dc.contributor.authorscopusid55489640900-
dc.contributor.authorscopusid7102398975-
dc.contributor.authorscopusid9634488300-
dc.contributor.authorscopusid6603171553-
dc.contributor.authorscopusid9634135600-
dc.investigacionIngeniería y Arquitectura-
dc.type2Actas de congresos-
dc.utils.revisionNo-
dc.date.coverdateJulio 2017-
dc.identifier.conferenceidevents121608-
dc.identifier.ulpgces
item.grantfulltextnone-
item.fulltextSin texto completo-
crisitem.author.deptGIR IDeTIC: División de Procesado Digital de Señales-
crisitem.author.deptIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.deptDepartamento de Señales y Comunicaciones-
crisitem.author.deptGIR IDeTIC: División de Procesado Digital de Señales-
crisitem.author.deptIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.deptDepartamento de Señales y Comunicaciones-
crisitem.author.orcid0000-0003-3860-3424-
crisitem.author.orcid0000-0002-8512-965X-
crisitem.author.parentorgIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.parentorgIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.fullNameNavarro Mesa, Juan Luis-
crisitem.author.fullNameRavelo García, Antonio Gabriel-
crisitem.event.eventsstartdate10-07-2017-
crisitem.event.eventsenddate12-07-2017-
Appears in Collections:Actas de congresos
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