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Volumn 31, Issue 1, 2014, Pages 86-93

Rapid eye movement sleep behavior disorder as an outlier detection problem

Author keywords

Electromyograph; EOG; Rapid eye movement sleep behavior disorder; Sleep; Support vector machine

Indexed keywords

AGED; ALGORITHMS; AREA UNDER CURVE; EARLY DIAGNOSIS; ELECTROPHYSIOLOGY; FEMALE; HUMANS; MALE; MIDDLE AGED; PARKINSON DISEASE; REM SLEEP BEHAVIOR DISORDER; ROC CURVE; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 84894213005     PISSN: 07360258     EISSN: 15371603     Source Type: Journal    
DOI: 10.1097/WNP.0000000000000021     Document Type: Article
Times cited : (22)

References (27)
  • 2
    • 0035412944 scopus 로고    scopus 로고
    • Association of REM sleep behavior disorder and neurodegenerative disease may reflect an underlying synucleinopathy
    • Boeve B, Silber M, Ferman T, et al. Association of REM sleep behavior disorder and neurodegenerative disease may reflect an underlying synucleinopathy. Mov Disord 2001;16:622-630.
    • (2001) Mov Disord , vol.16 , pp. 622-630
    • Boeve, B.1    Silber, M.2    Ferman, T.3
  • 4
    • 36849058311 scopus 로고    scopus 로고
    • EMG variance during polysomnography as an assessment for REM sleep behavior disorder
    • Burns J, Consens F, Little R, et al. EMG variance during polysomnography as an assessment for REM sleep behavior disorder. Sleep 2007;30:265-271.
    • (2007) Sleep , vol.30 , pp. 265-271
    • Burns, J.1    Consens, F.2    Little, R.3
  • 5
    • 34249753618 scopus 로고
    • Support-vector network
    • Cortes C, Vapnik V. Support-vector network. Machine Learn 1995;20:273-297.
    • (1995) Machine Learn , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 6
    • 31544456329 scopus 로고    scopus 로고
    • Elimination of electrocardiogram contamination from elec-tromyogram signals: An evaluation of currently used removal techniques
    • Drake J, Challaghan J. Elimination of electrocardiogram contamination from elec-tromyogram signals: an evaluation of currently used removal techniques. JElectromyogr Kinesiol 2006;16:175-187.
    • (2006) JElectromyogr Kinesiol , vol.16 , pp. 175-187
    • Drake, J.1    Challaghan, J.2
  • 7
    • 84861954944 scopus 로고    scopus 로고
    • A preliminary quantitative analysis of REM sleep chin EMG in Parkinson's disease with or without REM sleep behavior disorder
    • Ferri R, Fulda S, Cosentino F, et al. A preliminary quantitative analysis of REM sleep chin EMG in Parkinson's disease with or without REM sleep behavior disorder. Sleep Med 2012;13:707-713.
    • (2012) Sleep Med , vol.13 , pp. 707-713
    • Ferri, R.1    Fulda, S.2    Cosentino, F.3
  • 8
    • 78650804323 scopus 로고    scopus 로고
    • Apples-to-apples in cross-validation studies: Pitfalls in classifier performance measurement
    • Forman G, Scholz M. Apples-to-apples in cross-validation studies: pitfalls in classifier performance measurement. ACM SIGKDD Explor Newsl 2010;12:49-57.
    • (2010) ACM SIGKDD Explor Newsl , vol.12 , pp. 49-57
    • Forman, G.1    Scholz, M.2
  • 9
    • 84861842258 scopus 로고    scopus 로고
    • Normative EMG values during REM sleep for the diagnosis of REM sleep behavior disorder
    • Frauscher B, Iranzo A, Gaig C, et al. Normative EMG values during REM sleep for the diagnosis of REM sleep behavior disorder. Sleep 2012;35:835-847.
    • (2012) Sleep , vol.35 , pp. 835-847
    • Frauscher, B.1    Iranzo, A.2    Gaig, C.3
  • 10
    • 0030128465 scopus 로고    scopus 로고
    • Determining the initial states in forward-backward filtering
    • Gustafsson F. Determining the initial states in forward-backward filtering. IEEE Trans Signal Process 1996;44:988-992.
    • (1996) IEEE Trans Signal Process , vol.44 , pp. 988-992
    • Gustafsson, F.1
  • 12
    • 33744991945 scopus 로고    scopus 로고
    • Rapid-eye-movement sleep behaviour disorder as an early marker for a neurodegenerative disorder: A descriptive study
    • Iranzo A, Molinuevo J, Santamaría J, et al. Rapid-eye-movement sleep behaviour disorder as an early marker for a neurodegenerative disorder: a descriptive study. Lancet Neurol 2006;5:572-577.
    • (2006) Lancet Neurol , vol.5 , pp. 572-577
    • Iranzo, A.1    Molinuevo, J.2    Santamaría, J.3
  • 13
    • 0026510642 scopus 로고
    • A simple format for exchange of digitized poly-graphic recordings
    • Kemp B, Varrib A, Rosac A, et al. A simple format for exchange of digitized poly-graphic recordings. Electroencephalogr Clin Neurophysiol 1992;82:391-393.
    • (1992) Electroencephalogr Clin Neurophysiol , vol.82 , pp. 391-393
    • Kemp, B.1    Varrib, A.2    Rosac, A.3
  • 17
    • 40049090501 scopus 로고    scopus 로고
    • Quantification of tonic and phasic muscle activity in REM sleep behavior disorder
    • Mayer G, Kesper K, Ploch T, et al. Quantification of tonic and phasic muscle activity in REM sleep behavior disorder. J Clin Neurophysiol 2008;25:48-55.
    • (2008) J Clin Neurophysiol , vol.25 , pp. 48-55
    • Mayer, G.1    Kesper, K.2    Ploch, T.3
  • 18
    • 84861234367 scopus 로고    scopus 로고
    • REM sleep behavior disorder and REM sleep without atonia as an early manifestation of degenerative neurological disease
    • McCarter S, St Louis E, Boeve B. REM sleep behavior disorder and REM sleep without atonia as an early manifestation of degenerative neurological disease. Curr Neurol Neurosci Rep 2012;12:182-192.
    • (2012) Curr Neurol Neurosci Rep , vol.12 , pp. 182-192
    • McCarter, S.1    St Louis, E.2    Boeve, B.3
  • 20
    • 80052162811 scopus 로고    scopus 로고
    • Patient classification as an outlier detection problem: An application of the one-class support vector machine
    • Mourão-Miranda J, Hardoon D, Hahn T, et al. Patient classification as an outlier detection problem: an application of the one-class support vector machine. Neuroimage 2011;58:793-804.
    • (2011) Neuroimage , vol.58 , pp. 793-804
    • Mourão-Miranda, J.1    Hardoon, D.2    Hahn, T.3
  • 21
    • 85047682144 scopus 로고    scopus 로고
    • Quantifying the risk of neurodegener-ative disease in idiopathic REM sleep behavior disorder
    • Postuma R, Gagnon J, Vendette M, et al. Quantifying the risk of neurodegener-ative disease in idiopathic REM sleep behavior disorder. Neurology 2009;72:1296-1300.
    • (2009) Neurology , vol.72 , pp. 1296-1300
    • Postuma, R.1    Gagnon, J.2    Vendette, M.3
  • 22
    • 74949133175 scopus 로고    scopus 로고
    • Severity of REM atonia loss in idiopathic REM sleep behavior disorder predicts Parkinson disease
    • Postuma R, Gagnon J, Rompré S, Montplaisir J. Severity of REM atonia loss in idiopathic REM sleep behavior disorder predicts Parkinson disease. Neurology 2010;74:239-244.
    • (2010) Neurology , vol.74 , pp. 239-244
    • Postuma, R.1    Gagnon, J.2    Rompré, S.3    Montplaisir, J.4
  • 23
    • 0029878953 scopus 로고    scopus 로고
    • Delayed emergence of a parkin-sonian disorder in 38% of 29 older men initially diagnosed with idio-pathic rapid eye movement sleep behaviour disorder
    • Schenck C, Bundlie S, Mahowald M. Delayed emergence of a parkin-sonian disorder in 38% of 29 older men initially diagnosed with idio-pathic rapid eye movement sleep behaviour disorder. Neurology 1996;46:388-393.
    • (1996) Neurology , vol.46 , pp. 388-393
    • Schenck, C.1    Bundlie, S.2    Mahowald, M.3
  • 24
    • 0000487102 scopus 로고    scopus 로고
    • Estimating the support of a high-dimensional distribution
    • Schölkopf B, Platt J, Shawe-Taylor J, et al. Estimating the support of a high-dimensional distribution. J Neural Comput 2001;13:1443-1471.
    • (2001) J Neural Comput , vol.13 , pp. 1443-1471
    • Schölkopf, B.1    Platt, J.2    Shawe-Taylor, J.3
  • 27
    • 77950132258 scopus 로고    scopus 로고
    • Autoregressive and cepstral analysis of electromyogram in rapid movement sleep
    • Shokrollahi M, Krishnan S, Jewell D, Murray B. Autoregressive and cepstral analysis of electromyogram in rapid movement sleep. WC IFMBE Proc 2009b;1580-1583.
    • (2009) WC IFMBE Proc , pp. 1580-1583
    • Shokrollahi, M.1    Krishnan, S.2    Jewell, D.3    Murray, B.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.