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Volumn 2016, Issue , 2016, Pages

An Expert Diagnosis System for Parkinson Disease Based on Genetic Algorithm-Wavelet Kernel-Extreme Learning Machine

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; ARTIFICIAL NEURAL NETWORK; CLINICAL ARTICLE; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; GENETIC ALGORITHM; GENETIC ALGORITHM WAVELET KERNEL EXTREME LEARNING MACHINE; HUMAN; MACHINE LEARNING; MOLECULAR DIAGNOSIS; PARKINSON DISEASE; RANDOMIZED CONTROLLED TRIAL; RECEIVER OPERATING CHARACTERISTIC; SENSITIVITY AND SPECIFICITY;

EID: 84971232310     PISSN: None     EISSN: 20420080     Source Type: Journal    
DOI: 10.1155/2016/5264743     Document Type: Article
Times cited : (74)

References (27)
  • 1
    • 0036010592 scopus 로고    scopus 로고
    • Animalmodels of Parkinson's disease
    • R. Betarbet, T. B. Sherer, and J. T. Greenamyre, "Animalmodels of Parkinson's disease, " BioEssays, vol. 24, no. 4, pp. 308-318, 2002.
    • (2002) BioEssays , vol.24 , Issue.4 , pp. 308-318
    • Betarbet, R.1    Sherer, T.B.2    Greenamyre, J.T.3
  • 3
    • 29044435205 scopus 로고    scopus 로고
    • The diagnosis of Parkinson's disease
    • E. Tolosa, G. Wenning, and W. Poewe, "The diagnosis of Parkinson's disease, " Lancet Neurology, vol. 5, no. 1, pp. 75-86, 2006.
    • (2006) Lancet Neurology , vol.5 , Issue.1 , pp. 75-86
    • Tolosa, E.1    Wenning, G.2    Poewe, W.3
  • 4
    • 0026514953 scopus 로고
    • Accuracy of clinical diagnosis of diopathic Parkinson's disease: A clinicopathological study of 100 cases
    • A. J. Hughes, S. E. Daniel, L. Kilford, and A. J. Lees, "Accuracy of clinical diagnosis of diopathic Parkinson's disease: A clinicopathological study of 100 cases, " BritishMedical Journal, vol. 55, pp. 181-184, 1992.
    • (1992) BritishMedical Journal , vol.55 , pp. 181-184
    • Hughes, A.J.1    Daniel, S.E.2    Kilford, L.3    Lees, A.J.4
  • 5
    • 1942488906 scopus 로고    scopus 로고
    • Functional brain imaging in the differential diagnosis of Parkinson's disease
    • P. P. Piccini and A. Whone, "Functional brain imaging in the differential diagnosis of Parkinson's disease, " The Lancet Neurology, vol. 3, no. 5, pp. 284-290, 2004.
    • (2004) The Lancet Neurology , vol.3 , Issue.5 , pp. 284-290
    • Piccini, P.P.1    Whone, A.2
  • 7
    • 0031193932 scopus 로고    scopus 로고
    • Acoustic analysis of pathological voices: A voice analysis system for the screening and laryngeal diseases
    • B. Boyanov and S. Hadjitodorov, "Acoustic analysis of pathological voices: A voice analysis system for the screening and laryngeal diseases, " IEEE Engineering in Medicine and Biology Magazine, vol. 16, no. 4, pp. 74-82, 1997.
    • (1997) IEEE Engineering in Medicine and Biology Magazine , vol.16 , Issue.4 , pp. 74-82
    • Boyanov, B.1    Hadjitodorov, S.2
  • 8
    • 9144269627 scopus 로고    scopus 로고
    • Automatic detection of voice impairments by means of short-term cepstral parameters and neural network based detectors
    • J. I. Godino-Llorente andP. Gómez-Vilda, "Automatic detection of voice impairments by means of short-term cepstral parameters and neural network based detectors, " IEEE Transactions on Biomedical Engineering, vol. 51, no. 2, pp. 380-384, 2004.
    • (2004) IEEE Transactions on Biomedical Engineering , vol.51 , Issue.2 , pp. 380-384
    • Godino-Llorente, J.I.1    Gómez-Vilda, P.2
  • 10
    • 33845900973 scopus 로고    scopus 로고
    • Phonatory impairment in Parkinson's disease: Evidence from nonlinear dynamic analysis and perturbation analysis
    • D. A. Rahn III, M. Chou, J. J. Jiang, and Y. Zhang, "Phonatory impairment in Parkinson's disease: evidence from nonlinear dynamic analysis and perturbation analysis, " Journal of Voice, vol. 21, no. 1, pp. 64-71, 2007.
    • (2007) Journal of Voice , vol.21 , Issue.1 , pp. 64-71
    • Rahn, D.A.1    Chou, M.2    Jiang, J.J.3    Zhang, Y.4
  • 13
    • 84859978448 scopus 로고    scopus 로고
    • Automatic recognition of Parkinson's disease from sustained phonation tests using ANN and adaptive neuro-fuzzy classifier
    • M. F. Caglar, B. Cetisli, and I. B. Toprak, "Automatic recognition of Parkinson's disease from sustained phonation tests using ANN and adaptive neuro-fuzzy classifier, " Journal of Engineering Science and Design, vol. 1, pp. 59-64, 2010.
    • (2010) Journal of Engineering Science and Design , vol.1 , pp. 59-64
    • Caglar, M.F.1    Cetisli, B.2    Toprak, I.B.3
  • 14
    • 77956060783 scopus 로고    scopus 로고
    • Neural network based approach to disriminate healty people from those with Parkinson's disease
    • M. Ene, "Neural network based approach to disriminate healty people from those with Parkinson's disease, " Annals of University of Craiova: Mathematics and Computer Science Series, vol. 35, pp. 112-116, 2008.
    • (2008) Annals of University of Craiova: Mathematics and Computer Science Series , vol.35 , pp. 112-116
    • Ene, M.1
  • 15
    • 78649290295 scopus 로고    scopus 로고
    • Diagnosing Parkinson by using artificial neural networks and support vector machines
    • G. A. David and J. B. Magnus, "Diagnosing Parkinson by using artificial neural networks and support vector machines, " Global Journal of Computer Science and Technology, vol. 9, no. 4, pp. 63-71, 2009.
    • (2009) Global Journal of Computer Science and Technology , vol.9 , Issue.4 , pp. 63-71
    • David, G.A.1    Magnus, J.B.2
  • 16
    • 77956061076 scopus 로고    scopus 로고
    • Telediagnosis of Parkinson's disease using measurements of dysphonia
    • C. O. Sakar andO. Kursun, "Telediagnosis of parkinson's disease using measurements of dysphonia, " Journal of Medical Systems, vol. 34, no. 4, pp. 591-599, 2010.
    • (2010) Journal of Medical Systems , vol.34 , Issue.4 , pp. 591-599
    • Sakar, C.O.1    Kursun, O.2
  • 17
    • 13244292260 scopus 로고    scopus 로고
    • Parallel implementationof back-propagation algorithmin networks of workstations
    • S. Suresh, S. N. Omkar, and V. Mani, "Parallel implementationof back-propagation algorithmin networks of workstations, " IEEE Transactions on Parallel and Distributed Systems, vol. 16, no. 1, pp. 24-34, 2005.
    • (2005) IEEE Transactions on Parallel and Distributed Systems , vol.16 , Issue.1 , pp. 24-34
    • Suresh, S.1    Omkar, S.N.2    Mani, V.3
  • 19
    • 84971219638 scopus 로고    scopus 로고
    • Parameter optimization of extreme learning machine using bacterial foraging algorithm
    • J. H. Cho, D. J. Lee, and M. G. Chun, "Parameter optimization of extreme learning machine using bacterial foraging algorithm, " Journal of Fuzzy Logic and Intelligent Systems, vol. 17, no. 6, pp. 807-812, 2007.
    • (2007) Journal of Fuzzy Logic and Intelligent Systems , vol.17 , Issue.6 , pp. 807-812
    • Cho, J.H.1    Lee, D.J.2    Chun, M.G.3
  • 22
    • 84880499506 scopus 로고    scopus 로고
    • Anovel extreme learning machine based on hybrid kernel function
    • S. F. Ding, Y. A. Zhang, X. Z. Xu, and L. N. Bao, "Anovel extreme learning machine based on hybrid kernel function, " Journal of Computers, vol. 8, no. 8, pp. 2110-2117, 2013.
    • (2013) Journal of Computers , vol.8 , Issue.8 , pp. 2110-2117
    • Ding, S.F.1    Zhang, Y.A.2    Xu, X.Z.3    Bao, L.N.4
  • 24
    • 84900011514 scopus 로고    scopus 로고
    • An improved kernel based extreme learning machine for robot execution failures
    • B. Li, X. Rong, and Y. Li, "An improved kernel based extreme learning machine for robot execution failures, " The Scientific World Journal, vol. 2014, Article ID 906546, 7 pages, 2014.
    • (2014) The Scientific World Journal , vol.2014
    • Li, B.1    Rong, X.2    Li, Y.3
  • 25
    • 0003587805 scopus 로고    scopus 로고
    • A Bradford Book The MIT Press, Cambridge, Mass, USA, 5th edition
    • M. Melanie, An Introduction to Genetic Algorithms, A Bradford Book The MIT Press, Cambridge, Mass, USA, 5th edition, 1999.
    • (1999) An Introduction to Genetic Algorithms
    • Melanie, M.1
  • 26
    • 0004545052 scopus 로고    scopus 로고
    • An executable model of a simple genetic algorithm
    • D. Whitley, "An executable model of a simple genetic algorithm, " Foundations of Genetic Algorithms, vol. 2, no. 1519, pp. 45-62, 2014.
    • (2014) Foundations of Genetic Algorithms , vol.2 , Issue.1519 , pp. 45-62
    • Whitley, D.1
  • 27


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.