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