메뉴 건너뛰기




Volumn 29, Issue 4, 2005, Pages 945-952

Detection of femoral artery occlusion from spectral density of Doppler signals using the artificial neural network

Author keywords

Artificial neural network; Autoregressive; Back propagation algorithm; Femoral artery occlusion; Welch

Indexed keywords

ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; CLASSIFICATION (OF INFORMATION); COMPUTER SIMULATION; DECISION MAKING; DIAGNOSIS; DOPPLER EFFECT; FEEDFORWARD NEURAL NETWORKS; SENSITIVITY ANALYSIS; SPECTRUM ANALYZERS;

EID: 25844518007     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2005.06.010     Document Type: Article
Times cited : (8)

References (37)
  • 2
    • 0016355478 scopus 로고
    • A new look at the statistical model identiKcation
    • H. Akaike A new look at the statistical model identiKcation IEEE Transactions Automatic Control AC-19 1974 716 723
    • (1974) IEEE Transactions Automatic Control , vol.AC-19 , pp. 716-723
    • Akaike, H.1
  • 3
    • 0026477875 scopus 로고
    • Non-invasive diagnosis of coronary artery disease using a neural network algorithm
    • M. Akay Non-invasive diagnosis of coronary artery disease using a neural network algorithm Biological Cybernetics 67 1992 361 367
    • (1992) Biological Cybernetics , vol.67 , pp. 361-367
    • Akay, M.1
  • 7
    • 0029278158 scopus 로고
    • Non-invasive identification of gastric contractions from surface electrogastrogram using backpropagation neural networks
    • J.D.Z. Chen, Z. Lin, Q. Wu, and R.W. McCallum Non-invasive identification of gastric contractions from surface electrogastrogram using backpropagation neural networks Medical Engineering and Physics 17 3 1995 219 225
    • (1995) Medical Engineering and Physics , vol.17 , Issue.3 , pp. 219-225
    • Chen, J.D.Z.1    Lin, Z.2    Wu, Q.3    McCallum, R.W.4
  • 11
    • 0038359450 scopus 로고    scopus 로고
    • Detection of ophthalmic artery stenosis by least-mean squares backpropagation neural network
    • I. Güler, and E.D. Übeyli Detection of ophthalmic artery stenosis by least-mean squares backpropagation neural network Computers in Biology and Medicine 33 2003 333 343
    • (2003) Computers in Biology and Medicine , vol.33 , pp. 333-343
    • Güler, I.1    Übeyli, E.D.2
  • 12
    • 0029092514 scopus 로고
    • Comparison of FFT and AR-based sonogram outputs of 20 MHz pulsed Doppler data in real time
    • N.F. Güler, M.K. Kiymik, and I. Güler Comparison of FFT and AR-based sonogram outputs of 20 MHz pulsed Doppler data in real time Computers in Biology and Medicine 25 1995 383 391
    • (1995) Computers in Biology and Medicine , vol.25 , pp. 383-391
    • Güler, N.F.1    Kiymik, M.K.2    Güler, I.3
  • 13
    • 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 Computers Methods and Programs in Biomedicine 49 1996 29 36
    • (1996) Computers Methods and Programs in Biomedicine , vol.49 , pp. 29-36
    • Güler, I.1    Kara, S.2    Güler, N.F.3    Kiymik, M.K.4
  • 14
    • 0002289362 scopus 로고
    • Continuous wave ultrasound as an alternative and complement to X-rays in vascular examination
    • R.S. Reneman Amsterdam North-Holland
    • R.G. Gosling, and D.H. King Continuous wave ultrasound as an alternative and complement to X-rays in vascular examination R.S. Reneman Cardiovascular applications of ultrasound 1974 Amsterdam North-Holland 266 282
    • (1974) Cardiovascular Applications of Ultrasound , pp. 266-282
    • Gosling, R.G.1    King, D.H.2
  • 15
    • 0028420271 scopus 로고
    • Comparison of time-frequency distrubution techniques for analysis of simulated Doppler ultrasound signals of the femoral artery
    • Z. Guo Comparison of time-frequency distrubution techniques for analysis of simulated Doppler ultrasound signals of the femoral artery IEEE Transaction on Bio-medical Engineering 41 4 1994 332 342
    • (1994) IEEE Transaction on Bio-medical Engineering , vol.41 , Issue.4 , pp. 332-342
    • Guo, Z.1
  • 18
    • 0033009092 scopus 로고    scopus 로고
    • Artificial neural network analysis of common femoral artery Doppler shift signals: Classification of proximal disease
    • A. Isabel Artificial neural network analysis of common femoral artery Doppler shift signals: Classification of proximal disease Ultrasound in Medicine and Biology 24 5 1999 735 743
    • (1999) Ultrasound in Medicine and Biology , vol.24 , Issue.5 , pp. 735-743
    • Isabel, A.1
  • 19
    • 0024489895 scopus 로고
    • Order selection in Doppler blood flow signal spectral analysis using autoregressive modeling
    • K. Kaluzynski Order selection in Doppler blood flow signal spectral analysis using autoregressive modeling Medical and Biological Engineering and Computing 27 1989 89 92
    • (1989) Medical and Biological Engineering and Computing , vol.27 , pp. 89-92
    • Kaluzynski, K.1
  • 20
    • 0019636227 scopus 로고
    • Spectrum analysis-a modern perspective
    • S.M. Kay, and S.L. Marple Spectrum analysis-a modern perspective Proceedings of the IEEE 69 11 1981 1380 1419
    • (1981) Proceedings of the IEEE , vol.69 , Issue.11 , pp. 1380-1419
    • Kay, S.M.1    Marple, S.L.2
  • 21
    • 0021331118 scopus 로고
    • Common femoral artery Doppler waveforms: A comparison of three methods of objective analysis with direct pressure measurements
    • D.S. Macpherson, D.H. Evans, and P.R.F. Bell Common femoral artery Doppler waveforms: a comparison of three methods of objective analysis with direct pressure measurements The British Journal of Surgery 71 1984 46 49
    • (1984) The British Journal of Surgery , vol.71 , pp. 46-49
    • MacPherson, D.S.1    Evans, D.H.2    Bell, P.R.F.3
  • 23
    • 0035650696 scopus 로고    scopus 로고
    • Comparison of color-flow Doppler scanning, power Doppler scanning, and frequency shift for assessment of carotid artery stenosis
    • M. Müller, P. Ciccotti, W.T Reiche, and W.T Hagen, Comparison of color-flow Doppler scanning, power Doppler scanning, and frequency shift for assessment of carotid artery stenosis Journal of Vascular Surgery 34 6 2001 1090 1095
    • (2001) Journal of Vascular Surgery , vol.34 , Issue.6 , pp. 1090-1095
    • Müller, M.1    Ciccotti, P.2    Reiche, W.T.3    Hagen, W.T.4
  • 24
    • 0002772237 scopus 로고
    • Doppler effect study of the carotid circulation
    • Elsevier New York
    • T. Planiol, and L. Pourcelot Doppler effect study of the carotid circulation Ultrasonics in medicine 1973 Elsevier New York
    • (1973) Ultrasonics in Medicine
    • Planiol, T.1    Pourcelot, L.2
  • 25
    • 0030219951 scopus 로고    scopus 로고
    • Detection of seizure activity in EEG by an artificial neural network: A preliminary study
    • N. Prahadan, P.K. Sadasivan, and G.R. Arunodaya Detection of seizure activity in EEG by an artificial neural network: A preliminary study Computers and Biomedical Research 29 4 1996 303 313
    • (1996) Computers and Biomedical Research , vol.29 , Issue.4 , pp. 303-313
    • Prahadan, N.1    Sadasivan, P.K.2    Arunodaya, G.R.3
  • 27
    • 0025174753 scopus 로고
    • Selection of the order of autoregressive models for spectral analysis of Doppler ultrasound signals
    • F.S. Schlindwein, and D.H. Evans Selection of the order of autoregressive models for spectral analysis of Doppler ultrasound signals Ultrasound in Medicine and Biology 16 1 1990 81 91
    • (1990) Ultrasound in Medicine and Biology , vol.16 , Issue.1 , pp. 81-91
    • Schlindwein, F.S.1    Evans, D.H.2
  • 28
    • 0028074789 scopus 로고
    • Realtime identification of cerebral microemboli with ultrasound feature detection by a neural network
    • M. Siebler, G. Rose, M. Sitzer, A. Bender, and R. Steinmetz Realtime identification of cerebral microemboli with ultrasound feature detection by a neural network Radiology 192 1994 739 742
    • (1994) Radiology , vol.192 , pp. 739-742
    • Siebler, M.1    Rose, G.2    Sitzer, M.3    Bender, A.4    Steinmetz, R.5
  • 29
    • 0031987311 scopus 로고    scopus 로고
    • A brief history of Doppler ultrasound in the diagnosis of peripheral vascular disease
    • B. Sigel A brief history of Doppler ultrasound in the diagnosis of peripheral vascular disease Ultrasound in Medicine and Biology 24 2 1998 169 176
    • (1998) Ultrasound in Medicine and Biology , vol.24 , Issue.2 , pp. 169-176
    • Sigel, B.1
  • 30
    • 0030001584 scopus 로고    scopus 로고
    • The application of an artificial neural network to Doppler ultrasound waveforms for the classification of arterial disease
    • J.H. Smith, J. Graham, and R.J. Taylor The application of an artificial neural network to Doppler ultrasound waveforms for the classification of arterial disease International Journal of Clinical Monitoring and Computing 13 1996 85 91
    • (1996) International Journal of Clinical Monitoring and Computing , vol.13 , pp. 85-91
    • Smith, J.H.1    Graham, J.2    Taylor, R.J.3
  • 31
    • 5444221443 scopus 로고    scopus 로고
    • Spectral analysis of internal carotid arterial Doppler signals using FFT, AR, MA, and ARMA methods
    • E.D. Übeyli, and I. Güler Spectral analysis of internal carotid arterial Doppler signals using FFT, AR, MA, and ARMA methods Computers in Biology and Medicine 34 4 2004 293 306
    • (2004) Computers in Biology and Medicine , vol.34 , Issue.4 , pp. 293-306
    • Übeyli, E.D.1    Güler, I.2
  • 32
    • 0025808630 scopus 로고
    • Assessment of aortoiliac obstructive disease by Doppler spectrum analysis of blood flow velocities in the common femoral artery at rest and during reactive hyperemia
    • W.N. Van Asten, W.J. Beijneveld, and B.R. Pieters Assessment of aortoiliac obstructive disease by Doppler spectrum analysis of blood flow velocities in the common femoral artery at rest and during reactive hyperemia Surgery 109 1991 633 639
    • (1991) Surgery , vol.109 , pp. 633-639
    • Van Asten, W.N.1    Beijneveld, W.J.2    Pieters, B.R.3
  • 33
    • 0020977017 scopus 로고
    • An objective feature extraction technique applied to the Doppler waveforms from the groin: A prospective study
    • L. Walton An objective feature extraction technique applied to the Doppler waveforms from the groin: a prospective study Ultrasound in Medicine and Biology 2 1983 263 268
    • (1983) Ultrasound in Medicine and Biology , vol.2 , pp. 263-268
    • Walton, L.1
  • 34
    • 0033009092 scopus 로고    scopus 로고
    • Artificial neural network analysis of common femoral artery Doppler shift signals: Classification of proximal disease
    • I.A. Wright, and N.A.J. Gough Artificial neural network analysis of common femoral artery Doppler shift signals: Classification of proximal disease Ultrasound in Medicine and Biology 24 5 1999 735 743
    • (1999) Ultrasound in Medicine and Biology , vol.24 , Issue.5 , pp. 735-743
    • Wright, I.A.1    Gough, N.A.J.2
  • 37
    • 0036525592 scopus 로고    scopus 로고
    • Doppler Angle estimation of pulsatile flows using AR modeling
    • C.K. Yeh, and P.C. Li Doppler Angle estimation of pulsatile flows using AR modeling Ultrasonic Imaging 24 2002 135 146
    • (2002) Ultrasonic Imaging , vol.24 , pp. 135-146
    • Yeh, C.K.1    Li, P.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.