A Bayesian approach for epileptic seizures detection with 3D accelerometers sensors

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

Volumn , Issue , 2010, Pages 6325-6328

  Jallon, Pierre ^a  

^a CEA LETI   (France)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN APPROACHES; DETECTION ALGORITHM; EPILEPTIC SEIZURES; FALSE ALARMS; LEARNING PROCEDURES; NUMERICAL INSTABILITY; NUMERICAL SIMULATION; STANDING-UP; STATISTICAL MODELLING;

ACCELEROMETERS; ALGORITHMS; HIDDEN MARKOV MODELS; THREE DIMENSIONAL;

BAYESIAN NETWORKS;

ALGORITHM; ARTICLE; BAYES THEOREM; EPILEPSY; HUMAN; SIGNAL PROCESSING;

ALGORITHMS; BAYES THEOREM; EPILEPSY; HUMANS; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 78650834648     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2010.5627636     Document Type: Conference Paper

References (7)

1. L. Forsgren, E. Beghi, A. un, and M. Sillanp, "The epidemiology of epilepsy in europe : a systematic review," European Journal of Neurology, vol. 12, pp. 245-253, 2005.
2. G. Becq, S. Bonnet, L. Minotti, M. Antonakios, R. Guillemaud, and P. Kahane, "Collection and exploratory analysis of attitude sensor data in an epilepsy monitoring unit," 29th IEEE EMBS, 2007.
3. P. Jallon and al, "Detection system of motor epileptic seizures through motion analysis with 3d accelerometers," in IEEE EMBC, 2009.
4. A. Chwaleba, J. Jakubowski, and K. Kwiatos, "The measuring set and signal processing method for the characterization of human hand tremor," CADSM, 2003.
5. J. D. Frost, "Triaxial accelerometry: a method for quantifying tremor and ataxia," vol. 25, no. 49, 1978.
6. L. R. Rabiner, "A tutorial on hidden markov models and selected applications in speech recognition," vol. 77, no. 2, pp. 257-286, Feb. 1989.
7. A. Dempster, N. Laird, and D. Rubin, "Maximum likelihood from incomplete data via the em algorithm," Journal of the Royal Statistical Society, 1977.