NDLI: HySMID: an ischemia diagnosis system using genetic algorithms and multicriteria decision analysis

Content Provider	IEEE Xplore Digital Library
Author	Papaloukas, C. Goletsis, Y. Fotiadis, D.I. Likas, A. Michalis, L.K.
Copyright Year	2003
Description	Author affiliation: Dept. of Comput. Sci., Ioannina Univ., Greece (Papaloukas, C.; Goletsis, Y.; Fotiadis, D.I.; Likas, A.)
Abstract	Multicriteria decision analysis is employed in a four-stage (preprocessing, beat classification, window characterization and episode definition) ischemia diagnosis system, named HySMID. Beat classification is realized using a multicriteria approach where each beat is compared to already classified category prototypes and the similarity is computed in a fuzzy way. The comparison is based upon five criteria that include ST segment changes, T wave alterations and patient's age. The difficulty in applying these criteria is the determination of the required parameter values (thresholds and weights). To overcome it, a genetic algorithm is used, which after proper training, automatically calculates the optimum values of the above parameters. HySMID was validated using the European Society of Cardiology ST-T database and performed better than previously reported methods.
Sponsorship	European Soc. of Cardiology Nat. Inst. of Health, USA
Starting Page	343
Ending Page	346
File Size	294329
Page Count	4
File Format	PDF
ISBN	078038170X
ISSN	02766547
DOI	10.1109/CIC.2003.1291161
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2003-09-21
Publisher Place	Greece
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Ischemic pain Genetic algorithms Algorithm design and analysis Electrocardiography Medical diagnostic imaging Cardiology Prototypes Signal analysis Interference Information analysis
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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HySMID : An Ischemia Diagnosis System Using Genetic Algorithms and Multicriteria Decision Analysis

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