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Volumn 13, Issue 2, 1996, Pages 85-91

The application of an artificial neural network to Doppler ultrasound waveforms for the classification of arterial disease

Author keywords

Arterial disease classification; Artificial neural networks; Doppler ultrasound; Multi layer perceptron

Indexed keywords

ADULT; AGED; ARTERY DISEASE; ARTICLE; ARTIFICIAL NEURAL NETWORK; BAYES THEOREM; CONTROLLED STUDY; DIAGNOSTIC VALUE; DISEASE CLASSIFICATION; DOPPLER FLOWMETRY; FEMALE; HUMAN; INTERMETHOD COMPARISON; MAJOR CLINICAL STUDY; MALE; TISSUE DISTRIBUTION; VASCULAR DISEASE; WAVEFORM;

EID: 0030001584     PISSN: 01679945     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF02915843     Document Type: Article
Times cited : (28)

References (22)
  • 2
    • 33749749427 scopus 로고
    • Textbook of Medicine
    • Souhami RL, Moxham J, editors.
    • Souhami RL, Moxham J, editors. Textbook of Medicine. Edinburgh: Churchill-Livingstone, 1990.
    • (1990) Edinburgh: Churchill-Livingstone
  • 4
    • 50549212189 scopus 로고
    • Haemodynamic effects of arterial stenosis
    • May AG, Dewesse JA, Rob CG. Haemodynamic effects of arterial stenosis. Surgery 1963; 53: 513-24.
    • (1963) Surgery , vol.53 , pp. 513-524
    • May, A.G.1    Dewesse, J.A.2    Rob, C.G.3
  • 6
    • 0019966126 scopus 로고
    • On-line classification of arterial severity using principal component analysis applied to Doppler ultrasound., Clin
    • Prytherch DR, Evans DH, Smith MJ, Macpherson DS. On-line classification of arterial severity using principal component analysis applied to Doppler ultrasound., Clin. Phys. Physiol Meas. 1982; 3: 191-200.
    • (1982) Phys. Physiol Meas. , vol.3 , pp. 191-200
    • Prytherch, D.R.1    Evans, D.H.2    Smith, M.J.3    Macpherson, D.S.4
  • 8
    • 0025733943 scopus 로고
    • Neural Network Modelling
    • Clark JW. Neural Network Modelling. Phys. Med. Biol. 1991; 36: 1259-317.
    • (1991) Phys. Med. Biol. , vol.36 , pp. 1259-1317
    • Clark, J.W.1
  • 9
    • 0021507390 scopus 로고
    • The interpretation of continuous wave ultrasonic Doppler blood velocity signals viewed as a problem in pattern recognition
    • Evans DH. The interpretation of continuous wave ultrasonic Doppler blood velocity signals viewed as a problem in pattern recognition. J. Biomed. Eng. 1984; 6: 272-80.
    • (1984) J. Biomed. Eng. , vol.6 , pp. 272-280
    • Evans, D.H.1
  • 10
    • 0022471098 scopus 로고
    • Learning Representations by back-propagating errors
    • Rumelhart DE, Hinton GE, Williams RJ. Learning Representations by back-propagating errors. Nature 1986; 323: 533-6.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 11
    • 33749782762 scopus 로고
    • Exploration in Parallel Distributed Processing: A handbook of Models, Programs and Exercises
    • McClelland JL, Rumelhart DE. Exploration in Parallel Distributed Processing: A handbook of Models, Programs and Exercises. Cambridge, MA: MIT Press, 1988.
    • (1988) Cambridge, MA: MIT Press
    • McClelland, J.L.1    Rumelhart, D.E.2
  • 12
    • 0018893791 scopus 로고
    • Objective feature extraction applied to the diagnosis of carotid artery disease using a Doppler ultrasound technique
    • Martin TRP, Barber DC, Sherriff SB, Prichard DR. Objective feature extraction applied to the diagnosis of carotid artery disease using a Doppler ultrasound technique. Clin. Phys. Physiol. Meas. 1980; 1:71-81.
    • (1980) Clin. Phys. Physiol. Meas. , vol.1 , pp. 71-81
    • Martin, T.R.P.1    Barber, D.C.2    Sherriff, S.B.3    Prichard, D.R.4
  • 13
    • 0019419879 scopus 로고
    • The effect of proximal stenosis on Doppler waveforms: A comparison of three methods of waveform analysis in an animal model
    • Evans DH, MacPherson DS, Bentley S, Asher MJ, Bell PRE The effect of proximal stenosis on Doppler waveforms: a comparison of three methods of waveform analysis in an animal model. Clin. Phys. Physiol. Meas. 1981; 2: 17-25.
    • (1981) Clin. Phys. Physiol. Meas. , vol.2 , pp. 17-25
    • Evans, D.H.1    MacPherson, D.S.2    Bentley, S.3    Asher, M.J.4    Bell, P.R.E.5
  • 14
    • 0022972190 scopus 로고
    • Carotid artery blood flow: Single factor classification of Doppler waveforms
    • Barber DC, Sherriff SB. Carotid artery blood flow: single factor classification of Doppler waveforms. Clin. Phys. Physiol. Meas. 1986 ; 7: 271-5.
    • (1986) Clin. Phys. Physiol. Meas. , vol.7 , pp. 271-275
    • Barber, D.C.1    Sherriff, S.B.2
  • 15
    • 0024616928 scopus 로고
    • A simple quantitative screening test for the detection of extracranial carotid artery disease
    • Sherriff SB, Barber DC. A simple quantitative screening test for the detection of extracranial carotid artery disease. Clin. Phys. Physiol. Meas. 1989; 10 (Suppl. A): 23-32.
    • (1989) Clin. Phys. Physiol. Meas. , vol.10 , Issue.SUPPL. A , pp. 23-32
    • Sherriff, S.B.1    Barber, D.C.2
  • 16
    • 33749724574 scopus 로고
    • A comparison of three methods of analysis of Ultrasonic Doppler waveforms recorded from the common femoral artery of patients with vascular disease
    • Evans DH, Macpherson DS, Bell PRF. A comparison of three methods of analysis of Ultrasonic Doppler waveforms recorded from the common femoral artery of patients with vascular disease. Ann. 8th Brazilian Biomed. Engng. Cong. 1983: 112-7.
    • (1983) Ann. 8th Brazilian Biomed. Engng. Cong. , pp. 112-117
    • Evans, D.H.1    Macpherson, D.S.2    Bell, P.R.F.3
  • 18
    • 0027215980 scopus 로고
    • Development of a neural network screening aid for diagnosing lower limb peripheral vascular disease from photoelectric plethysmography pulse waveforms
    • Alien J, Murray A. Development of a neural network screening aid for diagnosing lower limb peripheral vascular disease from photoelectric plethysmography pulse waveforms. Physiol. Meas. 1993; 14: 13-22.
    • (1993) Physiol. Meas. , vol.14 , pp. 13-22
    • Alien, J.1    Murray, A.2
  • 19
    • 0028804691 scopus 로고
    • Prospective assessment of an artificial neural network for the detection of peripheral vascular disease from lower limb pulse waveforms
    • Allen J, Murray A. Prospective assessment of an artificial neural network for the detection of peripheral vascular disease from lower limb pulse waveforms. Physiol. Meas. 1995 ; 16: 29-38.
    • (1995) Physiol. Meas. , vol.16 , pp. 29-38
    • Allen, J.1    Murray, A.2
  • 21
    • 0027067290 scopus 로고
    • Variability and bias in experimentally measured classification error rates
    • Piper J. Variability and bias in experimentally measured classification error rates. Patt. Recog. Lett. 1992; 13: 685-92.
    • (1992) Patt. Recog. Lett. , vol.13 , pp. 685-692
    • Piper, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.