DocumentCode :
1368705
Title :
Syntactic pattern recognition of the ECG
Author :
Trahanias, Panagiotis ; Skordalakis, Emmanuel
Author_Institution :
Nat. Res. Center for Phys. Sci. Democritos, Athens, Greece
Volume :
12
Issue :
7
fYear :
1990
fDate :
7/1/1990 12:00:00 AM
Firstpage :
648
Lastpage :
657
Abstract :
An application of the syntactic method to electrocardiogram (ECG) pattern recognition and parameter measurement is presented. Solutions to the related problems of primitive pattern selection, primitive pattern extraction, linguistic representation, and pattern grammar formulation are given. Attribute grammars are used as the model for the pattern grammar because of their descriptive power, founded upon their ability to handle syntactic as well as semantic information. This approach has been implemented and the performance of the resultant system has been evaluated using an annotated standard ECG library
Keywords :
computational linguistics; computerised pattern recognition; electrocardiography; grammars; medical diagnostic computing; ECG; attribute grammars; electrocardiogram; linguistic representation; parameter measurement; pattern recognition; semantic information; syntactic method; Automata; Data mining; Electrocardiography; Electrodes; Filtering; Helium; Libraries; Mars; Pattern recognition; Power system modeling;
fLanguage :
English
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publisher :
ieee
ISSN :
0162-8828
Type :
jour
DOI :
10.1109/34.56207
Filename :
56207
Link To Document :
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