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Volumn 41, Issue 12, 2010, Pages 1295-1301

Medical diagnosis of rheumatoid arthritis disease from right and left hand Ulnar artery Doppler signals using adaptive network based fuzzy inference system (ANFIS) and MUSIC method

Author keywords

Adaptive network based fuzzy inference system (ANFIS); Doppler ultrasound; MUSIC method; Rheumatoid arthritis disease; Ulnar artery

Indexed keywords

FEATURE EXTRACTION; FUZZY INFERENCE; FUZZY SYSTEMS; HEALTH; NON NEWTONIAN FLOW; SPECTRUM ANALYSIS; SPECTRUM ANALYZERS; ULTRASONICS; WAVELET ANALYSIS;

EID: 78349310738     PISSN: 09659978     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.advengsoft.2010.10.001     Document Type: Article
Times cited : (19)

References (47)
  • 3
    • 85009504360 scopus 로고    scopus 로고
    • (accessedMay,2010)
    • (accessed May, 2010).
  • 4
    • 0035883897 scopus 로고    scopus 로고
    • Rheumatoid arthritis
    • D.M. Lee, and M.E. Weinblatt Rheumatoid arthritis Lancet 358 2001 903 911
    • (2001) Lancet , vol.358 , pp. 903-911
    • Lee, D.M.1    Weinblatt, M.E.2
  • 5
    • 41849088057 scopus 로고    scopus 로고
    • Clinical evaluation and power Doppler sonography in rheumatoid arthritis: Evidence for ongoing synovial inflammation in clinical remission
    • S. Ozgömen, H. Özdemir, A. Kiris, Z. Bozgeyik, and O. Ardicoglu Clinical evaluation and power Doppler sonography in rheumatoid arthritis: evidence for ongoing synovial inflammation in clinical remission Southern Med J 101 2008 240 245
    • (2008) Southern Med J , vol.101 , pp. 240-245
    • Ozgömen, S.1    Özdemir, H.2    Kiris, A.3    Bozgeyik, Z.4    Ardicoglu, O.5
  • 7
    • 85009504772 scopus 로고    scopus 로고
    • (accessedMay,2010)
    • < http://en.wikipedia.org/wiki/Ulnar-artery > (accessed May, 2010).
  • 8
    • 14144249129 scopus 로고    scopus 로고
    • Assessment of inflammatory activity in rheumatoid arthritis: A comparative study of clinical evaluation with grey scale and power Doppler ultrasonography
    • E. Naredo, G. Bonilla, F. Gamero, J. Uson, L. Carmano, and A. Laffon Assessment of inflammatory activity in rheumatoid arthritis: a comparative study of clinical evaluation with grey scale and power Doppler ultrasonography Ann Rheum Dis 64 2005 875 881
    • (2005) Ann Rheum Dis , vol.64 , pp. 875-881
    • Naredo, E.1    Bonilla, G.2    Gamero, F.3    Uson, J.4    Carmano, L.5    Laffon, A.6
  • 9
    • 1642453783 scopus 로고    scopus 로고
    • Power Doppler ultrasound of rheumatoid synovitis: Quantification OD therapeutic response
    • J. Teh, K. Stevens, L. Williamson, J. Leung, and G. Mcnally Power Doppler ultrasound of rheumatoid synovitis: quantification OD therapeutic response Brit J Radiol 76 2003 875 879
    • (2003) Brit J Radiol , vol.76 , pp. 875-879
    • Teh, J.1    Stevens, K.2    Williamson, L.3    Leung, J.4    McNally, G.5
  • 10
    • 61349189095 scopus 로고    scopus 로고
    • Ultrasound colour Doppler measurements in a single joint as measure of disease activity in patients with rheumatoid arthritis - Assessment of concurrent validity
    • K. Ellegard, S.T. Pedersen, L. Terslev, B.D. Samsoe, M. Henriksen, and H. Bliddal Ultrasound colour Doppler measurements in a single joint as measure of disease activity in patients with rheumatoid arthritis - assessment of concurrent validity Rheumatology 48 3 2009 254 257
    • (2009) Rheumatology , vol.48 , Issue.3 , pp. 254-257
    • Ellegard, K.1    Pedersen, S.T.2    Terslev, L.3    Samsoe, B.D.4    Henriksen, M.5    Bliddal, H.6
  • 12
    • 30344457036 scopus 로고    scopus 로고
    • Power Doppler assessment of overall disease activity in patients with rheumatoid arthritis
    • A. Kiri, S. Özgömen, E. Kocako, and Ö. Ardiolu Power Doppler assessment of overall disease activity in patients with rheumatoid arthritis J Clin Ultrasound 34 1 2006 5 11
    • (2006) J Clin Ultrasound , vol.34 , Issue.1 , pp. 5-11
    • Kiri, A.1    Özgömen, S.2    Kocako, E.3    Ardiolu, Ö.4
  • 13
    • 38149093259 scopus 로고    scopus 로고
    • Diagnostic sensitivity and specificity of Doppler ultrasound in rheumatoid arthritis
    • L. Terslev, P. von der Recke, S. Torp-Pedersen, M.J. Koeing, and H. Bliddal Diagnostic sensitivity and specificity of Doppler ultrasound in rheumatoid arthritis J Rheumatol 35 1 2008 49 53
    • (2008) J Rheumatol , vol.35 , Issue.1 , pp. 49-53
    • Terslev, L.1    Von Der Recke, P.2    Torp-Pedersen, S.3    Koeing, M.J.4    Bliddal, H.5
  • 14
    • 20144379021 scopus 로고    scopus 로고
    • Doppler sonography in assessing disease activity in rheumatoid arthritis
    • K. Varsamidis, E. Varsamidou, V. Tjetjis, and G. Mayropoulos Doppler sonography in assessing disease activity in rheumatoid arthritis Ultrasound Med Biol 31 6 2005 739 743
    • (2005) Ultrasound Med Biol , vol.31 , Issue.6 , pp. 739-743
    • Varsamidis, K.1    Varsamidou, E.2    Tjetjis, V.3    Mayropoulos, G.4
  • 16
    • 33750581259 scopus 로고    scopus 로고
    • Three-dimensional Doppler sonographic vascular imaging in regions with increased MR enhancement in inflamed wrists of patients with rheumatoid arthritis
    • J. Strunk, P. Klingenberger, K. Strube, G. Bachmann, U. Müller-Ladner, and A. Kluge Three-dimensional Doppler sonographic vascular imaging in regions with increased MR enhancement in inflamed wrists of patients with rheumatoid arthritis Joint Bone Spine 73 2006 518 522
    • (2006) Joint Bone Spine , vol.73 , pp. 518-522
    • Strunk, J.1    Klingenberger, P.2    Strube, K.3    Bachmann, G.4    Müller-Ladner, U.5    Kluge, A.6
  • 17
    • 0026925677 scopus 로고
    • Self-learning fuzzy controllers based on temporal back propagation
    • J.-S.R. Jang Self-learning fuzzy controllers based on temporal back propagation IEEE Trans Neural Networks 3 5 1992 714 723
    • (1992) IEEE Trans Neural Networks , vol.3 , Issue.5 , pp. 714-723
    • Jang, J.-S.R.1
  • 18
    • 0027601884 scopus 로고
    • ANFIS: Adaptive-network-based fuzzy inference system
    • J.-S.R. Jang ANFIS: adaptive-network-based fuzzy inference system IEEE Trans Syst Man Cybernet 23 3 1993 665 685
    • (1993) IEEE Trans Syst Man Cybernet , vol.23 , Issue.3 , pp. 665-685
    • Jang, J.-S.R.1
  • 20
    • 33751079650 scopus 로고    scopus 로고
    • A system to diagnose atherosclerosis via wavelet transforms, principal component analysis and artificial neural networks
    • S. Kara, and F. Dirgenali A system to diagnose atherosclerosis via wavelet transforms, principal component analysis and artificial neural networks Expert Syst Appl 32 2007 632 640
    • (2007) Expert Syst Appl , vol.32 , pp. 632-640
    • Kara, S.1    Dirgenali, F.2
  • 25
    • 33744956502 scopus 로고    scopus 로고
    • Recognition of early phase of atherosclerosis using principles component analysis and artificial neural networks from carotid artery Doppler signals
    • DOI 10.1016/j.eswa.2005.09.064, PII S0957417405002769
    • F. Dirgenali, and S. Kara Recognition of early phase of atherosclerosis using principles component analysis and artificial neural networks from carotid artery Doppler signals Expert Syst Appl 31 2006 643 651 (Pubitemid 43853078)
    • (2006) Expert Systems with Applications , vol.31 , Issue.3 , pp. 643-651
    • Dirgenali, F.1    Kara, S.2
  • 26
    • 37848999973 scopus 로고    scopus 로고
    • Medical diagnosis of atherosclerosis from Carotid Artery Doppler signals using principal component analysis (PCA), k-NN based weighting pre-processing and Artificial Immune Recognition System (AIRS)
    • F. Latifolu, K. Polat, S. Kara, and S. Güne Medical diagnosis of atherosclerosis from Carotid Artery Doppler signals using principal component analysis (PCA), k-NN based weighting pre-processing and Artificial Immune Recognition System (AIRS) J Biomed Inform 41 2008 15 23
    • (2008) J Biomed Inform , vol.41 , pp. 15-23
    • Latifolu, F.1    Polat, K.2    Kara, S.3    Güne, S.4
  • 28
    • 0022683359 scopus 로고
    • Multiple emitter location and signal parameter estimation
    • RO. Schmidt Multiple emitter location and signal parameter estimation IEEE Trans Antennas Propag AP-34 March 1986 276 280
    • (1986) IEEE Trans Antennas Propag , vol.34 , Issue.MARCH , pp. 276-280
    • Schmidt, R.O.1
  • 30
    • 0027664291 scopus 로고
    • A performance analysis of subspace-based methods in the presence of model errors, part II: Multidimensional algorithms
    • A.L. Swindlehurst, and T. Kailath A performance analysis of subspace-based methods in the presence of model errors, part II: multidimensional algorithms IEEE Trans Signal Process 41 9 1993 2882 2890
    • (1993) IEEE Trans Signal Process , vol.41 , Issue.9 , pp. 2882-2890
    • Swindlehurst, A.L.1    Kailath, T.2
  • 32
    • 17344388221 scopus 로고    scopus 로고
    • Application of autoregressive and fast Fourier transform spectral analysis to tricuspid and mitral valve stenosis
    • I. Güler, S. Kara, N.F. Güler, and M.K. Kiymik Application of autoregressive and fast Fourier transform spectral analysis to tricuspid and mitral valve stenosis Comput Meth Programs Biomed 49 1996 29 36
    • (1996) Comput Meth Programs Biomed , vol.49 , pp. 29-36
    • Güler, I.1    Kara, S.2    Güler, N.F.3    Kiymik, M.K.4
  • 33
    • 29744467968 scopus 로고    scopus 로고
    • Comparison of subspace-based methods with AR parametric methods in epileptic seizure detection
    • A. Subasi, E. Erelebi, A. Alkan, and E. Koklukaya Comparison of subspace-based methods with AR parametric methods in epileptic seizure detection Comput Biol Med 36 2004 195 208
    • (2004) Comput Biol Med , vol.36 , pp. 195-208
    • Subasi, A.1    Erelebi, E.2    Alkan, A.3    Koklukaya, E.4
  • 34
    • 0023994402 scopus 로고
    • Analysis of the asymptotic relative efficiency of the MUSIC algorithm
    • B. Porat, and B. Friedlander Analysis of the asymptotic relative efficiency of the MUSIC algorithm IEEE Trans Acoust Speech Signal Process 36 1988 4532 4544
    • (1988) IEEE Trans Acoust Speech Signal Process , vol.36 , pp. 4532-4544
    • Porat, B.1    Friedlander, B.2
  • 35
    • 0042198967 scopus 로고    scopus 로고
    • Feature extraction and dimensionality reduction algorithms and their applications in vowel recognition
    • X. Wang, and K.K. Paliwal Feature extraction and dimensionality reduction algorithms and their applications in vowel recognition Pattern Recogn, J Pattern Recogn Soc 36 2003 2429 2439
    • (2003) Pattern Recogn, J Pattern Recogn Soc , vol.36 , pp. 2429-2439
    • Wang, X.1    Paliwal, K.K.2
  • 36
    • 84908144695 scopus 로고
    • The use of fast Fourier transform for the estimation of power spectra: A method based on time averaging over short, modified periodograms
    • P.D. Welch The use of fast Fourier transform for the estimation of power spectra: a method based on time averaging over short, modified periodograms IEEE Trans Audio Electroacoust AU-15 1967 70 73
    • (1967) IEEE Trans Audio Electroacoust , vol.15 , pp. 70-73
    • Welch, P.D.1
  • 38
    • 85009517907 scopus 로고    scopus 로고
    • (accessedMay,2010)
    • < http://www.mathworks.com > (accessed May, 2010).
  • 39
    • 40649112408 scopus 로고    scopus 로고
    • Optimization of ANFIS with applications in machine defect severity classification
    • Sheng S, Gao RX, 2006. Optimization of ANFIS with applications in machine defect severity classification. In: 2006 International joint conference on neural networks; 2006. p. 728-34.
    • (2006) 2006 International Joint Conference on Neural Networks , pp. 728-734
    • Sheng, S.1    Gao, R.X.2
  • 40
    • 44349189755 scopus 로고    scopus 로고
    • Ensemble adaptive network-based fuzzy inference system with weighted arithmetical mean and application to diagnosis of optic nerve disease from visual-evoked potential signals
    • B. Akdemir, S. Kara, K. Polat, A. Güven, and S. Güne Ensemble adaptive network-based fuzzy inference system with weighted arithmetical mean and application to diagnosis of optic nerve disease from visual-evoked potential signals Artif Intell Med 43 2008 141 149
    • (2008) Artif Intell Med , vol.43 , pp. 141-149
    • Akdemir, B.1    Kara, S.2    Polat, K.3    Güven, A.4    Güne, S.5
  • 41
    • 44949179538 scopus 로고    scopus 로고
    • An expert system based on linear discriminant analysis and adaptive neuro-fuzzy inference system to diagnosis heart valve diseases
    • A. Sengur An expert system based on linear discriminant analysis and adaptive neuro-fuzzy inference system to diagnosis heart valve diseases Expert Syst Appl 35 2008 214 222
    • (2008) Expert Syst Appl , vol.35 , pp. 214-222
    • Sengur, A.1
  • 42
    • 34548482506 scopus 로고    scopus 로고
    • A novel approach for ANFIS modelling based on full factorial design
    • M. Buragohain, and C. Mahanta A novel approach for ANFIS modelling based on full factorial design Appl Soft Comput 8 2008 609 625
    • (2008) Appl Soft Comput , vol.8 , pp. 609-625
    • Buragohain, M.1    Mahanta, C.2
  • 43
    • 33845386973 scopus 로고    scopus 로고
    • Application of adaptive neuro-fuzzy inference system for epileptic seizure detection using wavelet feature extraction
    • A. Subasi Application of adaptive neuro-fuzzy inference system for epileptic seizure detection using wavelet feature extraction Comput Biol Med 37 2007 227 244
    • (2007) Comput Biol Med , vol.37 , pp. 227-244
    • Subasi, A.1
  • 44
    • 0023945481 scopus 로고
    • The American Rheumatism Association 1987 revised criteria for the classification of rheumatoid arthritis
    • F.C. Arnett, S.M. Edworthy, D.A. Bloch, D.J. McShane, J.F. Fries, and N.S. Cooper The American Rheumatism Association 1987 revised criteria for the classification of rheumatoid arthritis Arthritis Rheum 31 1988 315 324
    • (1988) Arthritis Rheum , vol.31 , pp. 315-324
    • Arnett, F.C.1    Edworthy, S.M.2    Bloch, D.A.3    McShane, D.J.4    Fries, J.F.5    Cooper, N.S.6
  • 45
    • 0027953822 scopus 로고
    • A comparison of the performance of different methods of disease classification for rheumatoid arthritis
    • A.J. MacGregor, S. Bamber, and A.J. Silman A comparison of the performance of different methods of disease classification for rheumatoid arthritis J Rhematol 21 1994 1420 1426
    • (1994) J Rhematol , vol.21 , pp. 1420-1426
    • MacGregor, A.J.1    Bamber, S.2    Silman, A.J.3
  • 46
    • 0032208548 scopus 로고    scopus 로고
    • Identification of interictal spikes in the EEG using neural network analysis
    • L. Tarassenko, Y.U. Khan, and M.R.G. Holt Identification of interictal spikes in the EEG using neural network analysis IEE Proc - Sci Measur Technol 45 1998 270 278
    • (1998) IEE Proc - Sci Measur Technol , vol.45 , pp. 270-278
    • Tarassenko, L.1    Khan, Y.U.2    Holt, M.R.G.3
  • 47
    • 33947585135 scopus 로고    scopus 로고
    • Spectral analysis of portal vein Doppler signals using STFT and AR modeling in the cirrhotic portal hypertension patients, society for experimental mechanics
    • S. Kara, F. Latifolu, Ö.. Karahan, and G. Kahriman Spectral analysis of portal vein Doppler signals using STFT and AR modeling in the cirrhotic portal hypertension patients, society for experimental mechanics Exp Tech 2007 51 56
    • (2007) Exp Tech , pp. 51-56
    • Kara, S.1    Latifolu, F.2    Karahan, Ö.3    Kahriman, G.4


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