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Classification of paroxysmal and persistent atrial fibrillation in ambulatory ECG recordings

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Classification of paroxysmal and persistent atrial fibrillation in ambulatory ECG recordings

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Alcaraz, R.; Sandberg, F.; Sornmo, L.; Rieta Ibañez, JJ. (2011). Classification of paroxysmal and persistent atrial fibrillation in ambulatory ECG recordings. IEEE Transactions on Biomedical Engineering. 58(5):1441-1449. doi:10.1109/TBME.2011.2112658

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/35186

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Title: Classification of paroxysmal and persistent atrial fibrillation in ambulatory ECG recordings
Author:
UPV Unit: Universitat Politècnica de València. Departamento de Ingeniería Electrónica - Departament d'Enginyeria Electrònica
Universitat Politècnica de València. Grupo de ingeniería en bioseñales e imagen radiológica
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Abstract:
The problem of classifying short atrial fibrillatory segments in ambulatory ECG recordings as being either paroxysmal or persistent is addressed by investigating a robust approach to signal characterization. The method ...[+]
Subjects: Atrial fibrillation , Atrial organization , Dominant atrial frequency , Electrocardiogram , Filter bank , Hidden Markov model , Sample entropy , Classification (of information) , Diseases , Electrocardiography , Electrochromic devices , Entropy , Frequency estimation , Hidden Markov models , Filter banks , Adult , Aged , Ambulatory monitoring , Article , Clinical article , Controlled study , Diagnostic accuracy , Diagnostic error , Female , Frequency analysis , Heart atrium fibrillation , Human , Male , Paroxysmal heart atrium fibrillation , Persistent atrial fibrillation , Signal processing , Electrocardiography, Ambulatory , Humans , Markov Chains , Middle Aged , ROC Curve , Signal Processing, Computer-Assisted
Copyrigths: Cerrado
Source:
IEEE Transactions on Biomedical Engineering. (issn: 0018-9294 )
DOI: 10.1109/TBME.2011.2112658
Publisher:
Institute of Electrical and Electronics Engineers (IEEE)
Publisher version: http://dx.doi.org/10.1109/TBME.2011.2112658
Thanks:
January 11, 2011; accepted January 22, 2011. Date of publication February 10, 2011; date of current version April 20, 2011. This work was supported in part by the Spanish Ministry of Science and Innovation under Project ...[+]
Type: Artículo

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