Use of accelerometers to detect motor states in a seizure of rats with temporal lobe epilepsy

2012 IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Electronics and Systems for Better Life and Better Environment, BioCAS 2012 - Conference Publications

Volumn , Issue , 2012, Pages 372-375

  Wang, Yu Lin ^a   Liang, Sheng Fu ^b   Shaw, Fu Zen ^b   Su, Alvin W Y ^b   Chen, Yin Lin ^a   Wu, Ssu Yen ^b  

^a NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

^b NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

3-AXIS ACCELEROMETER; CONVENTIONAL MONITORING; DETECTION METHODS; INVOLUNTARY MOVEMENTS; MOTOR RESPONSE; MOTOR STATE; ON-LINE DETECTION METHOD; PSYCHOLOGICAL DISORDERS; REAL-WORLD; TEMPORAL LOBE EPILEPSY; WISTAR RAT;

ELECTROENCEPHALOGRAPHY; NEUROLOGY; SIGNAL DETECTION; SUPPORT VECTOR MACHINES;

ACCELEROMETERS;

EID: 84874134697     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BioCAS.2012.6418419     Document Type: Conference Paper

References (12)

1. J. Engel, Seizure and Epilepsy Philadelphia. PA: Davis. 1989.
2. D. Rand, J. J. Eng, P. F. Tang, J. S. Jeng, and C. Hung, "How active are people with stroke? Use of accelerometers to assess physical activity", Stroke, vol. 40, no. 1, pp. 163-168, 2009.
3. S. Sunderama, N. Chernyya, N. Peixotob, J. P. Masona, S. L. Weinsteinc,S. J. Schiff, and B. J. Gluckman, "Improved sleep-wake and behavior discrimination using MEMS accelerometers," J. Neurosci.Methods, vol. 163, no. 2, pp. 373-383, 2007.
4. D.W. Chang, S.F. Liang, C.P. Young, F.Z. Shaw, A.W.Y. Su, Y.D. Liu, Y.L. Wang, Y.C. Liu, J.J. Chen and C.Y. Chen, "A Versatile Wireless Portable Monitoring System for Brain-Behavior Approaches," IEEE J. on Emerging and Selected Topics in Circuits and Systems.vol. 1 pp: 440-450, 2011.
5. T.M.E. Nijsen, J.B.A.M. Arends, P.A.M. Griep and P.J.M. Cluitmans, The potential value of 3-D accelerometry for detection of motor seizures in severe epilepsy, Epilepsy and Behavior,7:74-84. 2005.
6. T.M.E. Nijsen, P.J.M. Cluitmans, J.B.A.M. Arends, and P.A.M. Griep, Detection of subtle nocturnal motor activity from 3-D accelerometry recordings in epilepsy patients, IEEE Trans. on Biomedical Engineering 54(11),2073-2081, 2007.
7. Freescale Semiconductor, ±1.5g-6g Three Axis Low-g Micromachined Accelerometer, Datasheet [Online] Available: http://www.freescale.com/files/ sensors/doc/data-sheet/MMA7260QT.pdf
8. J. Racine (1972) Modification of seizure activity by electrical stimulation. II. Motor seizure. Electroenceph. clin. Neurophysiol. 32:281-294.
9. R. Esteller, J. Echauz, T. Tcheng, B. Litt, "Line length: An efficient feature for seizure onset detection," International Conference of the IEEE Eng. in Med. and Biology Society, vol.2. pp.1707-1710, 2001.
10. C. Cortes, V. Vapnik. "Support vector networks" Machine Learning, vol.20, pp. 273-297. 1995.
11. F.Y. Onat , R.A. Gulhan , A.A. Gurbanova, N. Ates, G. Luijtelaar . "The Effect of Generalized Absence Seizures on the Progression of Kindling in the Rat". Epilepsia 48(Suppl. 5):150-156. 2007.
12. E. A. Cavalheiro, J. P. Leite, Z. A. Bortolotto, W. A. Turski, C. Ikonomidou, L. Turski. "Long?Term Effects of Pilocarpine in Rats: Structural Damage of the Brain Triggers Kindling and Spontaneous I Recurrent Seizures". Epilepsia, 32(6):778-782. 1991.