Document Detail

Classification of Heartbeats based on Linear Discriminant Analysis and Artificial Neural Network.
MedLine Citation:
PMID:  17282395     Owner:  NLM     Status:  PubMed-not-MEDLINE    
In this paper, we proposed a heartbeat classification algorithm based on linear discriminant analysis and artificial neural network. For the input of classifier, we extracted 275 input features from the first derivative signal of ECG signal and RR interval information and it was reduced to be 6 by LDA. To evaluate the performance of the proposed algorithm, we compared the result of the proposed algorithm with that of fuzzy inference system classifier. MIT-BIH Arrhythmia database were used as test and learning data. The performance of the proposed algorithm was 97.49% for sensitivity, 97.91% for specificity and 96.36% for accuracy. For the extraction of features, the first derivative signal of ECG is used only so that the real-time implementation of this algorithm was possible. And, on account of the reduction of feature dimensionality, the time cost for learning and testing can be expected.
M Song; J Lee; H Park; K Lee
Related Documents :
18334515 - Classification of mass-spectrometric data in clinical proteomics using learning vector ...
14609645 - The classification and discrimination of glass fragments using non destructive energy d...
16856665 - Parallel sequential minimal optimization for the training of support vector machines.
17170005 - An evaluation of contemporary hidden markov model genefinders with a predicted exon tax...
23387125 - Measuring and selecting scales of effect for landscape predictors in species-habitat mo...
16648145 - Bifurcations of an epidemic model with non-linear incidence and infection-dependent rem...
Publication Detail:
Type:  Journal Article    
Journal Detail:
Title:  Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference     Volume:  2     ISSN:  1557-170X     ISO Abbreviation:  Conf Proc IEEE Eng Med Biol Soc     Publication Date:  2005  
Date Detail:
Created Date:  2007-02-06     Completed Date:  2012-10-02     Revised Date:  2014-08-21    
Medline Journal Info:
Nlm Unique ID:  101243413     Medline TA:  Conf Proc IEEE Eng Med Biol Soc     Country:  United States    
Other Details:
Languages:  eng     Pagination:  1151-3     Citation Subset:  -    
Export Citation:
APA/MLA Format     Download EndNote     Download BibTex
MeSH Terms

From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine

Previous Document:  The separation of metabolizing heat based on independent component analysis.
Next Document:  Comparison of a Sleep Quality Index between Normal and Obstructive Sleep Apnea Patients.