Preprocessing and analysis of ECG signals - A self-organizing maps approach

Expert Systems with Applications

Volumn 38, Issue 7, 2011, Pages 9008-9013

  Gacek, Adam ^a  

^a INSTITUTE OF MEDICAL TECHNOLOGY AND EQUIPMENT   (Poland)

Author keywords

Computerized ECG signal analysis and classification; Data analysis; Decision making; MIT BIH database; Self organizing maps; Unsupervised learning

Indexed keywords

CLASSIFICATION ALGORITHM; CLASSIFICATION SCHEME; CLASSIFIER DESIGN; COMPUTERIZED ECG SIGNAL ANALYSIS AND CLASSIFICATION; DATA ANALYSIS; DESIGN PRACTICE; ECG DATA; ECG SIGNALS; FEATURE DESCRIPTORS; FUZZY C MEAN; K-MEANS; MAKING DECISION; MIT-BIH DATABASE; ORIENTED FEATURES; REGION ANALYSIS; SELF ORGANIZING; SIGNAL ANALYZERS; SYSTEM DESIGN; THE STANDARD MODEL; USER ORIENTED;

CLASSIFICATION (OF INFORMATION); CONFORMAL MAPPING; DATA REDUCTION; DATABASE SYSTEMS; DECISION MAKING; DESIGN; ELECTROCARDIOGRAPHY; ELECTROCHROMIC DEVICES; SIGNAL ANALYSIS; SYSTEMS ANALYSIS; TOPOLOGY; UNSUPERVISED LEARNING;

SELF ORGANIZING MAPS;

EID: 79952443365     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.01.119     Document Type: Article

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