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Volumn , Issue , 2009, Pages

Feature extraction and classification of EEG sleep recordings in newborns

Author keywords

Classification; EEG; Newborns; Sleep

Indexed keywords

BEHAVIORAL STATE; BRAIN MATURATION; CLASSIFICATION ALGORITHM; CLINICAL DATA; CLINICAL PRACTICES; COMPUTER ASSISTED; CROSS VALIDATION; EEG RECORDING; FEATURE EXTRACTION AND CLASSIFICATION; FEATURE EXTRACTION AND SELECTION; LINEAR SUPPORT VECTOR MACHINES; OFFLINE; RESEARCH AND DEVELOPMENT; SIGNAL PREPROCESSING; SLEEP RECORDINGS; VISUAL EVALUATION;

EID: 77949634303     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITAB.2009.5394439     Document Type: Conference Paper
Times cited : (6)

References (15)
  • 1
    • 77949629979 scopus 로고    scopus 로고
    • S. Sanei and 1.A. Chambers, EEG Signal Processing. John Wiley&Sons, 2007, ch 1.
    • S. Sanei and 1.A. Chambers, EEG Signal Processing. John Wiley&Sons, 2007, ch 1.
  • 2
    • 77949582940 scopus 로고    scopus 로고
    • Atlas of Neonatal Electroencephalography
    • 3rd ed, Philadelphia
    • E. M. Mizrahi and R. A. Hrachovy, Atlas of Neonatal Electroencephalography. 3rd ed, Walnut St. Philadelphia, 2004.
    • (2004) Walnut St
    • Mizrahi, E.M.1    Hrachovy, R.A.2
  • 3
    • 32444446490 scopus 로고    scopus 로고
    • Automated neonatal seizure detection: A multistage classification system through feature selection based on relevance and redundancy analysis
    • A. Aarabi, F. Wallois and R. Grebe, "Automated neonatal seizure detection: A multistage classification system through feature selection based on relevance and redundancy analysis", in Clinical Neurophysiology, 117, 2006, pp. 328-340.
    • (2006) Clinical Neurophysiology , vol.117 , pp. 328-340
    • Aarabi, A.1    Wallois, F.2    Grebe, R.3
  • 4
    • 58149308174 scopus 로고    scopus 로고
    • Classifier models and architectures for EEG-based neonatal seizure detection
    • B. R. Greene, W. P. Marnane, G. Lightbody, R. B. Reilly and G. B. Boylan, "Classifier models and architectures for EEG-based neonatal seizure detection", in Physio. Meas., 29, 2008, pp. 1157-1178.
    • (2008) Physio. Meas , vol.29 , pp. 1157-1178
    • Greene, B.R.1    Marnane, W.P.2    Lightbody, G.3    Reilly, R.B.4    Boylan, G.B.5
  • 7
    • 0742289140 scopus 로고    scopus 로고
    • Comparison of Quantitative EEG Characteristics of Quiet and Active Sleep in Newborns
    • K. Paul, V. Krajca, Z. Roth, J. Melichar and S. Petranek, "Comparison of Quantitative EEG Characteristics of Quiet and Active Sleep in Newborns", in Sleep Med, vol. 4, no. 6,2003, pp. 569-571.
    • (2003) Sleep Med , vol.4 , Issue.6 , pp. 569-571
    • Paul, K.1    Krajca, V.2    Roth, Z.3    Melichar, J.4    Petranek, S.5
  • 8
    • 33846938147 scopus 로고    scopus 로고
    • Automatic Detection of Sleep Stages in Neonatal EEG Using the Structural Time Profiles
    • Shanghai, China
    • V. Krajca, S. Petranek, K. Paul, M. Matousek, J. Mohylova and L. Lhotska, "Automatic Detection of Sleep Stages in Neonatal EEG Using the Structural Time Profiles", in Proc. IEEE EMBC, Shanghai, China, 2005, pp. 6014-6016.
    • (2005) Proc. IEEE EMBC , pp. 6014-6016
    • Krajca, V.1    Petranek, S.2    Paul, K.3    Matousek, M.4    Mohylova, J.5    Lhotska, L.6
  • 12
    • 77949609395 scopus 로고    scopus 로고
    • Improvements in Processing of Neonatal Sleep Electroencephalographic Recordings
    • to be published
    • V. Djordjevic, V. Gerla, L. Lhotska, V. Krajca and K. Paul, "Improvements in Processing of Neonatal Sleep Electroencephalographic Recordings", WC 2009, to be published.
    • WC 2009
    • Djordjevic, V.1    Gerla, V.2    Lhotska, L.3    Krajca, V.4    Paul, K.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.