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Volumn 6064 LNCS, Issue PART 2, 2010, Pages 52-59

A Support Vector Machine (SVM) classification approach to heart murmur detection

Author keywords

Hear murmur detection; support vector machine

Indexed keywords

CLASSIFICATION APPROACH; CLINICAL TRIAL; DATA ACQUISITION SYSTEM; HEAR MURMUR DETECTION; HEART MURMUR; HUMAN CHEST; HUMAN HEART; INFRASOUND; LOW-FREQUENCY VIBRATION; MATLAB- SOFTWARE; NEW DEVICES; SUPPORT VECTOR MACHINE CLASSIFICATION TECHNIQUES; TESTING ENVIRONMENT;

EID: 77954411666     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-13318-3_7     Document Type: Conference Paper
Times cited : (9)

References (10)
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  • 2
    • 34548124003 scopus 로고    scopus 로고
    • Dr. Computer Check for Dangerous Heart Murmurs
    • Dr. Computer Check for Dangerous Heart Murmurs. Prevention 54(1), 112 (2002)
    • (2002) Prevention , vol.54 , Issue.1 , pp. 112
  • 3
    • 10344262928 scopus 로고    scopus 로고
    • Computer-Assisted Detection of Systolic Murmurs Associated with Hypertrophy Cardiomyopathy
    • Watrous, et al.: Computer-Assisted Detection of Systolic Murmurs Associated with Hypertrophy Cardiomyopathy. Texas Heart Institute Journal 31(4), 368 (2004)
    • (2004) Texas Heart Institute Journal , vol.31 , Issue.4 , pp. 368
    • Watrous1
  • 4
    • 0027157934 scopus 로고
    • The Teaching and Practice of Cardiac Auscultation during Internal Medicine and Cardiology Training
    • Mangione, S., et al.: The Teaching and Practice of Cardiac Auscultation during Internal Medicine and Cardiology Training. Annals of Internal Medicine 119, 47-54 (1993)
    • (1993) Annals of Internal Medicine , vol.119 , pp. 47-54
    • Mangione, S.1
  • 6
    • 0032594959 scopus 로고    scopus 로고
    • An Overview of Statistical Learning Theory
    • Vapnik, V.N.: An Overview of Statistical Learning Theory. IEEE Transactions on Neural Networks 10, 988-999 (1999)
    • (1999) IEEE Transactions on Neural Networks , vol.10 , pp. 988-999
    • Vapnik, V.N.1
  • 8
    • 34548109824 scopus 로고    scopus 로고
    • Senior Project Report, Department of Electrical and Computer Engineering. University of Minnesota, Duluth
    • Rud, S., et al.: Non-Invasive Infrasound Heart Murmur Detection. Senior Project Report, Department of Electrical and Computer Engineering. University of Minnesota, Duluth (2005)
    • (2005) Non-Invasive Infrasound Heart Murmur Detection
    • Rud, S.1
  • 10
    • 34548122262 scopus 로고    scopus 로고
    • Version 1.4. Department of Electrical Engineering, Katholieke Universiteit Leuven
    • Pelckmans, K., et al.: LS-SVM Toolbox User's Guide, Version 1.4. Department of Electrical Engineering, Katholieke Universiteit Leuven (2002)
    • (2002) LS-SVM Toolbox User's Guide
    • Pelckmans, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.