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Volumn 2002-January, Issue , 2002, Pages 200-205

Electrocardiogram pattern recognition by means of MLP network and PCA: A case study on equal amount of input signal types

Author keywords

Artificial neural networks; Cardiology; Cardiovascular diseases; Computer aided software engineering; Eigenvalues and eigenfunctions; Electrocardiography; Heart; Karhunen Loeve transforms; Pattern recognition; Principal component analysis

Indexed keywords

ARTIFICIAL HEART; BIOMEDICAL SIGNAL PROCESSING; CARDIOLOGY; COMPUTER AIDED ANALYSIS; COMPUTER AIDED SOFTWARE ENGINEERING; DISEASES; EIGENVALUES AND EIGENFUNCTIONS; ELECTROCARDIOGRAPHY; HEART; MATHEMATICAL TRANSFORMATIONS; NEURAL NETWORKS; PATTERN RECOGNITION; SOFTWARE ENGINEERING;

EID: 84948955630     PISSN: 15224899     EISSN: None     Source Type: Journal    
DOI: 10.1109/SBRN.2002.1181474     Document Type: Article
Times cited : (26)

References (16)
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    • Escola Politécnica, Departamento de Engenharia Eletrônica - PUCRS
    • CASTRO, F. C. C., Castro, M. C. F. Redes Neurais Artificiais. Pontifícia Universidade Católica do Rio Grande do Sul, Escola Politécnica, Departamento de Engenharia Eletrônica - PUCRS. Available in the address: http://diana.ee.pucrs.br/˜decastro/RNA-hp/RNA.html, 2001.
    • (2001) Redes Neurais Artificiais
    • Castro, F.C.C.1    Castro, M.C.F.2
  • 12
    • 0006888077 scopus 로고
    • Beth Israel Hospital, Biomedical Engineering, Division, USA
    • "MIT/BIH database distributor", Beth Israel Hospital, Biomedical Engineering, Division, available in the address: http://ecg.mit.edu/, USA, 1979.
    • (1979) Mit/Bih Database Distributor
  • 14
    • 84875379930 scopus 로고    scopus 로고
    • MATLAB MATHWORKS. http://www.mathworks.com/
    • Matlab
  • 15
    • 84948974576 scopus 로고
    • Um Programa para o Cálculo da Acurácia, Especificidade e Sensibilidade de Testes Médicos
    • SABBATINI Renato M.E. Um Programa para o Cálculo da Acurácia, Especificidade e Sensibilidade de Testes Médicos. Revista Informédica, 2 (12): 19-21, 1995.
    • (1995) Revista InforméDica , vol.2 , Issue.12 , pp. 19-21
    • Sabbatini, R.M.E.1
  • 16
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    • A New Learning Approach to Design Fault Tolerant ANNs: Finally a zero HW-SW Overhead
    • Guam - USA. A New Learning Approach to Design Fault Tolerant ANNs: Finally a Zero HW-SW Overhead. 2002
    • th IEEE ASIAN TEST SYMPOSIUM, 2002, Guam - USA. A New Learning Approach to Design Fault Tolerant ANNs: Finally a Zero HW-SW Overhead. 2002.
    • (2002) th IEEE Asian Test Symposium
    • Vargas, F.1    Lettnin, D.V.2    Brum, D.3    Prestes, D.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.