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Volumn , Issue , 2011, Pages 169-172

Robust parsimonious selection of dysphonia measures for telemonitoring of parkinson's disease symptom severity

Author keywords

Feature selection; Parkinson's disease; Telemedicine; Unified parkinson's disease rating scale

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; FEATURE EXTRACTION; LEARNING SYSTEMS; MEDICAL APPLICATIONS; SIGNAL PROCESSING; SPEECH COMMUNICATION; TELEMEDICINE;

EID: 84860368865     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (6)

References (18)
  • 1
    • 0032497504 scopus 로고    scopus 로고
    • Parkinsons disease - first of two parts
    • A.E. Lang, A.M. Lozano. "Parkinsons disease - First of two parts", New England Journal Medicine, 339, 1044-1053, 1998.
    • (1998) New England Journal Medicine , vol.339 , pp. 1044-1053
    • Lang, A.E.1    Lozano, A.M.2
  • 3
    • 67651148181 scopus 로고    scopus 로고
    • Progression of dysprosody in Parkinsons disease over time - A longitudinal study
    • S. Skodda, H. Rinsche, U. Schlegel: "Progression of dysprosody in Parkinsons disease over time - A longitudinal study", Movement Disorders, Vol. 24 (5), pp. 716-722, 2009.
    • (2009) Movement Disorders , vol.24 , Issue.5 , pp. 716-722
    • Skodda, S.1    Rinsche, H.2    Schlegel, U.3
  • 5
    • 79955730724 scopus 로고    scopus 로고
    • Nonlinear speech analysis algorithms mapped to a standard metric achieve clinically useful quantification of average Parkinsons disease symptom severity
    • A. Tsanas, M.A. Little, P.E. McSharry, L.O. Ramig, "Nonlinear speech analysis algorithms mapped to a standard metric achieve clinically useful quantification of average Parkinsons disease symptom severity", Journal of the Royal Society Interface, Vol. 8, pp. 842-855, 2011.
    • (2011) Journal of the Royal Society Interface , vol.8 , pp. 842-855
    • Tsanas, A.1    Little, M.A.2    Mcsharry, P.E.3    Ramig, L.O.4
  • 9
    • 67651177744 scopus 로고    scopus 로고
    • Testing objective measures of motor impairment in early Parkinsons disease: Feasibility study of an at-home testing device
    • C.G. Goetz, G.T. Stebbins, D. Wolff, et al. "Testing objective measures of motor impairment in early Parkinsons disease: Feasibility study of an at-home testing device", Movement Disorders, Vol. 24 (4), 551-556, 2009.
    • (2009) Movement Disorders , vol.24 , Issue.4 , pp. 551-556
    • Goetz, C.G.1    Stebbins, G.T.2    Wolff, D.3
  • 12
    • 24344458137 scopus 로고    scopus 로고
    • Feature selection based on mutual information: Criteria of max-dependency, max-relevance, and minredundancy
    • H. Peng, F. Long, C. Ding, "Feature selection based on mutual information: criteria of max-dependency, max-relevance, and minredundancy", IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:1226-1238, 2005.
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , pp. 1226-1238
    • Peng, H.1    Long, F.2    Ding, C.3
  • 13
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman, Random Forests, Machine Learning, 45, 5-32 2001.
    • (2001) Machine Learning , vol.45 , pp. 5-32
    • Breiman, L.1
  • 17
    • 33749525148 scopus 로고    scopus 로고
    • Dimensionality reduction of a pathological voice quality assessment system based on gaussian mixture models and short-term cepstral parameters
    • J.I. Godino-Llorente, P. Gomez-Vilda, M. Blanco-Velasco, "Dimensionality Reduction of a Pathological Voice Quality Assessment System Based on Gaussian Mixture Models and Short-Term Cepstral Parameters", IEEE Transactions on Biomedical Engineering, Vol. 53, pp. 1943-1953, 2006.
    • (2006) IEEE Transactions on Biomedical Engineering , vol.53 , pp. 1943-1953
    • Godino-Llorente, J.I.1    Gomez-Vilda, P.2    Blanco-Velasco, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.