EEG entropy estimation using a Markov model of the EEG for sleep stage separation in human neonates

Proceedings of the 3rd International IEEE EMBS Conference on Neural Engineering

Volumn , Issue , 2007, Pages 634-637

  Löfgren, Nils A ^b   Outram, Nicholas ^a,c   Thordstein, Magnus ^d  

^a IEEE

^b UNIVERSITY OF BORÅS   (Sweden)

^c UNIVERSITY OF PLYMOUTH   (United Kingdom)

^d SAHLGRENSKA UNIVERSITY HOSPITAL   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

HIDDEN MARKOV MODELS; MAMMALS; OXYGEN; PROBABILITY DENSITY FUNCTION; SLEEP RESEARCH;

SLEEP STAGES; TRANSITION MATRICES;

ELECTROENCEPHALOGRAPHY;

EID: 34548718713     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CNE.2007.369753     Document Type: Conference Paper

References (6)

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2. N. Löfgren, K. Lindecrantz, A. Flisberg, R. Bågenholm, I. Kjellmer, and M. Thordstein, "Spectral distance for ARMA models applied to electroencephalogram for early detection of hypoxia", J Neural Eng. vol 3(3), pp. 227-34, 2006
3. S. Tong, A. Bezerianos, A. Malhotra, Y. Zhu, and N. Thakor, "Parameterized entropy analysis of EEG following hypoxic-ischemic brain injury", Physics Letters A, vol. 314, pp. 354-361, 2003.
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