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Volumn 88, Issue 3, 2007, Pages 246-255

A new supervised classification algorithm in artificial immune systems with its application to carotid artery Doppler signals to diagnose atherosclerosis

Author keywords

Artificial immune systems; Atherosclerosis; Carotid artery Doppler signals; Supervised learning

Indexed keywords

ALGORITHMS; DOPPLER EFFECT; REGRESSION ANALYSIS; VIRTUAL REALITY;

EID: 36148934887     PISSN: 01692607     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cmpb.2007.09.002     Document Type: Article
Times cited : (14)

References (22)
  • 4
    • 36148986652 scopus 로고    scopus 로고
    • A. Watkins, AIRS: A resource limited artificial immune classifier, Master thesis, Mississippi State University, 2001.
  • 5
    • 33745892717 scopus 로고    scopus 로고
    • MILA-multilevel immune learning algorithm
    • Dasgupta D., Yu S., and Majumdar N.S. MILA-multilevel immune learning algorithm. LNCS 2723 (2003) 183-194
    • (2003) LNCS , vol.2723 , pp. 183-194
    • Dasgupta, D.1    Yu, S.2    Majumdar, N.S.3
  • 6
    • 36148940090 scopus 로고    scopus 로고
    • A Multi-layered immune inspired machine learning algorithm
    • Knight T., and Timmis J. A Multi-layered immune inspired machine learning algorithm. Appl. Sci. Soft Comput. (2003) 195-202
    • (2003) Appl. Sci. Soft Comput. , pp. 195-202
    • Knight, T.1    Timmis, J.2
  • 7
    • 0024360553 scopus 로고
    • Stiffness of systemic arteries in patients with myocardial infarction-a noninvasive method to predict severity of coronary atherosclerosis
    • Hirai T., Sasayama S., Kawasaki T., and Yagi S. Stiffness of systemic arteries in patients with myocardial infarction-a noninvasive method to predict severity of coronary atherosclerosis. Circulation (1989) 78-86
    • (1989) Circulation , pp. 78-86
    • Hirai, T.1    Sasayama, S.2    Kawasaki, T.3    Yagi, S.4
  • 8
    • 0034013902 scopus 로고    scopus 로고
    • Doppler signal analysis
    • Evans D. Doppler signal analysis. Ultrasound Med. Biol. 26 Suppl. 1 (2000) S13-S15
    • (2000) Ultrasound Med. Biol. , vol.26 , Issue.SUPPL. 1
    • Evans, D.1
  • 10
    • 0031987311 scopus 로고    scopus 로고
    • A brief history of Doppler ultrasound in the diagnosis of peripheral vascular disease
    • Sigel B. A brief history of Doppler ultrasound in the diagnosis of peripheral vascular disease. Ultrasound Med. Biol. 24 (1998) 169-176
    • (1998) Ultrasound Med. Biol. , vol.24 , pp. 169-176
    • Sigel, B.1
  • 11
    • 0035650696 scopus 로고    scopus 로고
    • Comparison of color flow Doppler scanning, power Doppler scanning, and frequency shift for assessment of carotid artery stenosis
    • Muller M., Ciccotti P., Reiche W., and Hagen T. Comparison of color flow Doppler scanning, power Doppler scanning, and frequency shift for assessment of carotid artery stenosis. J. Vasc. Surg. 34 (2001) 1090-1095
    • (2001) J. Vasc. Surg. , vol.34 , pp. 1090-1095
    • Muller, M.1    Ciccotti, P.2    Reiche, W.3    Hagen, T.4
  • 13
    • 34250881545 scopus 로고    scopus 로고
    • Medical application of Artificial Immune Recognition System (AIRS): diagnosis of atherosclerosis from carotid artery Doppler signals
    • Latifoǧlu F., Kodaz H., Kara S., and Güneş S. Medical application of Artificial Immune Recognition System (AIRS): diagnosis of atherosclerosis from carotid artery Doppler signals. Comput. Biol. Med. 37 8 (2007) 1092-1099
    • (2007) Comput. Biol. Med. , vol.37 , Issue.8 , pp. 1092-1099
    • Latifoǧlu, F.1    Kodaz, H.2    Kara, S.3    Güneş, S.4
  • 14
    • 33750041345 scopus 로고    scopus 로고
    • Classification of carotid artery Doppler signals in the early phase of atherosclerosis using complex-valued artificial neural network
    • Ceylan M., Ceylan R., Dirgenali F., and Özbay Y. Classification of carotid artery Doppler signals in the early phase of atherosclerosis using complex-valued artificial neural network. Comput. Biol. Med. 37 1 (2007) 28-36
    • (2007) Comput. Biol. Med. , vol.37 , Issue.1 , pp. 28-36
    • Ceylan, M.1    Ceylan, R.2    Dirgenali, F.3    Özbay, Y.4
  • 15
    • 33845997386 scopus 로고    scopus 로고
    • Effects of window types on classification of carotid artery Doppler signals in the early phase of atherosclerosis using complex-valued artificial neural network
    • Özbay Y., and Ceylan M. Effects of window types on classification of carotid artery Doppler signals in the early phase of atherosclerosis using complex-valued artificial neural network. Comput. Biol. Med. 37 3 (2007) 287-295
    • (2007) Comput. Biol. Med. , vol.37 , Issue.3 , pp. 287-295
    • Özbay, Y.1    Ceylan, M.2
  • 16
    • 34247278767 scopus 로고    scopus 로고
    • Pattern detection of atherosclerosis from carotid artery Doppler signals using fuzzy weighted pre-processing and least square support vector machine (LSSVM)
    • Polat K., Kara S., Latifoǧlu F., and Gunes S. Pattern detection of atherosclerosis from carotid artery Doppler signals using fuzzy weighted pre-processing and least square support vector machine (LSSVM). Ann. Biomed. Eng. 35 5 (2007) 724-732
    • (2007) Ann. Biomed. Eng. , vol.35 , Issue.5 , pp. 724-732
    • Polat, K.1    Kara, S.2    Latifoǧlu, F.3    Gunes, S.4
  • 17
    • 33751079650 scopus 로고    scopus 로고
    • A system to diagnose atherosclerosis via wavelet transforms, principal component analysis and artificial neural networks
    • Kara S., and Dirgenali F. A system to diagnose atherosclerosis via wavelet transforms, principal component analysis and artificial neural networks. Expert Syst. Appl. 32 2 (2007) 632-640
    • (2007) Expert Syst. Appl. , vol.32 , Issue.2 , pp. 632-640
    • Kara, S.1    Dirgenali, F.2
  • 18
    • 0026386028 scopus 로고
    • Methodologies from machine learning in data analysis and software
    • Michie D. Methodologies from machine learning in data analysis and software. Comput. J. 34 6 (1991) 559-565
    • (1991) Comput. J. , vol.34 , Issue.6 , pp. 559-565
    • Michie, D.1
  • 19
    • 36148944685 scopus 로고    scopus 로고
    • S. Kara, A study of mitral and tricuspid valve blood flows by Autoregressive spectral analysis method and Doppler unit, Thesis of Doctorate, Institute of Science of Erciyes University Press, 1995.
  • 20
    • 0018567632 scopus 로고
    • Theoretical studies of clonal selection: minimal antibody repertoire size and reliabilty of self-nonself discrimination
    • Perelson A.S., and Oster G.F. Theoretical studies of clonal selection: minimal antibody repertoire size and reliabilty of self-nonself discrimination. J. Theor. Biol. 81 (1979) 645-670
    • (1979) J. Theor. Biol. , vol.81 , pp. 645-670
    • Perelson, A.S.1    Oster, G.F.2
  • 21
    • 36148951978 scopus 로고
    • Cross-validation with active pattern selection for neural network classifiers
    • Leisch F., Jain L.C., and Hornik K. Cross-validation with active pattern selection for neural network classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 13 3 (1991) 252-264
    • (1991) IEEE Trans. Pattern Anal. Mach. Intell. , vol.13 , Issue.3 , pp. 252-264
    • Leisch, F.1    Jain, L.C.2    Hornik, K.3
  • 22
    • 33847646303 scopus 로고    scopus 로고
    • Diagnosis of atherosclerosis from carotid artery Doppler signals as a real-world medical application of artificial immune systems
    • Latifoǧlu F., Şahan S., Kara S., and Güneş S. Diagnosis of atherosclerosis from carotid artery Doppler signals as a real-world medical application of artificial immune systems. Expert Syst. Appl. 33 3 (2006) 786-793
    • (2006) Expert Syst. Appl. , vol.33 , Issue.3 , pp. 786-793
    • Latifoǧlu, F.1    Şahan, S.2    Kara, S.3    Güneş, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.