Document Detail


Improving the classification rate of labor vs. normal pregnancy contractions by using EHG multichannel recordings.
MedLine Citation:
PMID:  21096236     Owner:  NLM     Status:  MEDLINE    
Abstract/OtherAbstract:
Most of the studies on the synchronization between EHG signals, recorded during the same contractions at different locations, are limited to the use of only two channels. Multichannel techniques have however been widely applied to EEG signals but rarely to EHG. In this paper, we investigate the use of multichannel uterine EMG signals for classifying contractions. We compare the performance of phase synchronization in distinguishing between labor and normal pregnancy contractions by using either only two channels or a 4x4 matrix positioned on the woman's abdomen. We used two indexes to measure the phase synchronization: mean phase coherence and phase entropy. ROC curves indicate that the use of multichannel signals can significantly improve the classification rate of pregnancy and labor contractions.
Authors:
M Hassan; J Terrien; A Alexandersson; C Marque; B Karlsson
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Publication Detail:
Type:  Journal Article; Research Support, Non-U.S. Gov't    
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:  2010     ISSN:  1557-170X     ISO Abbreviation:  Conf Proc IEEE Eng Med Biol Soc     Publication Date:  2010  
Date Detail:
Created Date:  2010-11-24     Completed Date:  2011-03-29     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:  4642-5     Citation Subset:  IM    
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MeSH Terms
Descriptor/Qualifier:
Algorithms
Diagnosis, Computer-Assisted / methods*
Electromyography / methods*
Female
Humans
Labor Onset / physiology*
Myometrium / physiology*
Pattern Recognition, Automated / methods
Pregnancy / physiology*
Uterine Contraction / physiology*

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


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