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dc.contributor.author
Santini, Augusto
dc.contributor.author
Llamedo Soria, Mariano
dc.contributor.author
Diez, Emiliano Raúl
dc.date.available
2019-11-26T19:48:38Z
dc.date.issued
2018-09
dc.identifier.citation
Santini, Augusto; Llamedo Soria, Mariano; Diez, Emiliano Raúl; Versatile Detector of Pseudo Periodic Patterns; IEEE Computer Society; Computing in Cardiology; 45; 9-2018; 1-4
dc.identifier.issn
2325-887X
dc.identifier.uri
http://hdl.handle.net/11336/90559
dc.description.abstract
This study aimed to develop a detector with few physiologically-meaningful parameters, that could be capable of detecting pseudo periodic patterns. The algorithm is based in a signal detection based on a matched filter, and a threshold calculation based on robust stadistics. The evaluation of the detector was performed under a corpus consisting in two sets. One set of human ECGs, and one set of rodent pseudo ECGs. The evaluation was performed with respect to the gold standard annotations, and was calculated in terms of sensitivity (S) and positive predictive value (P). For the human ECG set of recordings, the detector had 100 S and 99.9 P, while for the rodent pseudo ECG set of recordings the results where 97.1 S and 79.1 P. Both sets results are median values. The results obtained under the rodent set where compared to those obtained with another two detectors, where our detector obtained the best results. The algorithm achieved promising results, in a broad set of ECG recordings of very different nature, with the additional capability of further adaptation provided by expert assistance.
dc.format
application/pdf
dc.language.iso
eng
dc.publisher
IEEE Computer Society
dc.rights
info:eu-repo/semantics/openAccess
dc.rights.uri
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.subject
PSEUDO PERIODIC PATTERNS
dc.subject
ECG
dc.subject
DETECTOR
dc.subject.classification
Ingeniería de Sistemas y Comunicaciones
dc.subject.classification
Ingeniería Eléctrica, Ingeniería Electrónica e Ingeniería de la Información
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INGENIERÍAS Y TECNOLOGÍAS
dc.title
Versatile Detector of Pseudo Periodic Patterns
dc.type
info:eu-repo/semantics/article
dc.type
info:ar-repo/semantics/artículo
dc.type
info:eu-repo/semantics/publishedVersion
dc.date.updated
2019-10-21T20:12:52Z
dc.journal.volume
45
dc.journal.pagination
1-4
dc.journal.pais
Estados Unidos
dc.description.fil
Fil: Santini, Augusto. Universidad Tecnológica Nacional; Argentina
dc.description.fil
Fil: Llamedo Soria, Mariano. Universidad Tecnológica Nacional; Argentina
dc.description.fil
Fil: Diez, Emiliano Raúl. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mendoza. Instituto de Medicina y Biología Experimental de Cuyo; Argentina
dc.journal.title
Computing in Cardiology
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/http://dx.doi.org/10.22489/CinC.2018.379
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/http://www.cinc.org/archives/2018/pdf/CinC2018-379.pdf
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