Closed-loop seizure control on epileptic rat models

Journal of Neural Engineering

Volumn 8, Issue 4, 2011, Pages

  Liang, Sheng Fu ^a   Liao, Yi Cheng ^a   Shaw, Fu Zen ^a   Chang, Da Wei ^a   Young, Chung Ping ^a   Chiueh, Herming ^b  

^a NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

^b NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

ANIMAL MODEL; CLOSED-LOOP; ELECTRICAL STIMULATIONS; EPILEPTIC PATIENTS; EPILEPTIFORM ACTIVITY; PERFORMANCE EVALUATION; RAT MODEL; SEIZURE DETECTION; THERAPEUTIC TECHNIQUES;

ANIMALS; CONTROLLERS; PATIENT TREATMENT; RAT CONTROL;

RATS;

PENTETRAZOLE; CONVULSANT AGENT;

ACCURACY; ANIMAL CELL; ANIMAL EXPERIMENT; ANIMAL MODEL; ANIMAL TISSUE; CLINICAL EVALUATION; CONFERENCE PAPER; EPILEPSY; EPILEPTIC DISCHARGE; HUMAN; LATENT PERIOD; MEDICAL RESEARCH; MOUSE; NEUROMUSCULAR ELECTRICAL STIMULATION; NONHUMAN; PORTABLE EQUIPMENT; PRIORITY JOURNAL; RAT; SEIZURE; SPIKE WAVE; ANIMAL; ARTICLE; ARTIFICIAL INTELLIGENCE; BRAIN; CHEMICALLY INDUCED DISORDER; DISEASE MODEL; ELECTROENCEPHALOGRAPHY; ELECTROSTIMULATION; ENTROPY; IMPEDANCE; LONG EVANS RAT; PHYSIOLOGY; RECEIVER OPERATING CHARACTERISTIC; STATISTICAL MODEL;

ANIMALIA; RATTUS;

ANIMALS; ARTIFICIAL INTELLIGENCE; BRAIN; CONVULSANTS; DISEASE MODELS, ANIMAL; ELECTRIC IMPEDANCE; ELECTRIC STIMULATION; ELECTROENCEPHALOGRAPHY; ENTROPY; EPILEPSY; MODELS, STATISTICAL; PENTYLENETETRAZOLE; RATS; RATS, LONG-EVANS; ROC CURVE; SEIZURES;

EID: 79960826257     PISSN: 17412560     EISSN: 17412552     Source Type: Journal    
DOI: 10.1088/1741-2560/8/4/045001     Document Type: Conference Paper

References (33)

1. Engel J 1989 Seizure and Epilepsy (Philadelphia, PA: Davis)
2. Cockerell O C, Johnson A L, Sander J W, Hart Y M, Goodridge D M and Shorvon S D 1994 Mortality from epilepsy: results from a prospective population-based study Lancet 344 918-21 (Pubitemid 24295878)
3. Theodore W H and Fisher R S 2004 Brain stimulation for epilepsy Lancet Neurol. 3 111-8 (Pubitemid 38121314)
4. Stacey W C and Litt B 2008 Technology insight: neuroengineering and epilepsy - designing devices for seizure control Nat. Clin. Pract. Neurol. 4 190-201 (Pubitemid 351516747)
5. Labar D, Murphy J and Tecoma E 1999 Vagus nerve stimulation for medication-resistant generalized epilepsy Neurology 52 1510-2 (Pubitemid 29190555)
6. Chabardes S, Kahane P, Minotti L, Koudsie A, Hirsch E and Benabid A 2002 L Deep brain stimulation in epilepsy with particular reference to the subthalamic nucleus Epileptic Disord. 4 83-93
7. Politsky J M, Estellar R, Murro A M, Smith J R, Ray P, Park Y D and Morrell M J 2005 Effects of electrical stimulation paradigm on seizure frequency in medically intractable partial seizure patients with a cranially implanted responsive cortical neurostimulator Proc. Annual Meeting of American Epilepsy Society (AES) (2005)
8. Raghunathan S, Gupta S K, Ward M P, Worth R M, Roy K and Irazoqui P P 2009 The design and hardware implementation of a low-power real-time seizure detection algorithm J. Neural Eng. 6 056005
9. Osorio I, Frei M G, Manly B F, Sunderam S, Bhavaraju N C and Wilkinson S B 2001 An introduction to contingent (closed-loop) brain electrical stimulation for seizure blockage, to ultra-short-term clinical trials, and to multidimensional statistical analysis of therapeutic efficacy J. Clin. Neurophysiol. 18 533-44 (Pubitemid 34027848)
10. Osorio, Frei M G, Sunderam S, Giftakis J, Bhavaraju N C, Schaffner S F and Wilkinson S B 2005 Automated seizure abatement in humans using electrical stimulation Ann. Neurol. 57 258-68
11. Kossoff E H, Ritzl E K, Politsky J M, Murro A M, Smith J R, Duckrow R B, Spencer D D and Bergey G K 2004 Effect of an external responsive neurostimulator on seizures and electrographic discharges during subdural electrode monitoring Epilepsia 45 1560-7 (Pubitemid 39648281)
12. Iasemidis L D 2003 Epileptic seizure prediction and control IEEE Trans. Biomed. Eng. 50 549-58
13. NeuroPace, Inc. http://www.neuropace.com
14. Sun F T, Morrell M J and Wharen R E Jr 2008 Responsive cortical stimulation for the treatment of epilepsy Neurotherapeutics 5 68-74 (Pubitemid 350299302)
15. Martha M J 2010 The NeuroPace RNS™ System: responsive cortical stimulation for epilepsy 39th Neuro Interfaces Conf. p 29
16. Shaw F Z 2007 7-12 Hz high-voltage rhythmic spike discharges in rats evaluated by antiepileptic drugs and flicker stimulation J. Neurophysiol. 97 238-47
17. Shaw F Z 2004 Is spontaneous high-voltage rhythmic spike discharge in Long Evans rats an absence-like seizure activity? J. Neurophysiol. 91 63-77
18. Niedermeyer E 1999 Epileptic seizure disorders Electroencephalography. Basic Principles, Clinical Applications, and Related Fields ed E Niedermeyer and F H Lopes da Silva (Hong Kong: Williams & Wilkins) pp 476-585
19. Paul J S, Patel C B, Al-Nashash H, Zhang N, Ziai W C, Mirski M A and Sherman D L 2003 Prediction of PTZ-induced seizures using wavelet-based residual entropy of cortical and subcortical field potentials IEEE Trans. Biomed. Eng. 50 640-8
20. Shaw F-Z and Liao Y-F 2005 Relation between activities of the cortex and vibrissae muscle during high-voltage rhythmic spike discharges in rats J. Neurophysiol. 93 2435-48 (Pubitemid 40570829)
21. Polack P O and Charpier S 2006 Intracellular activity of cortical and thalamic neurons during high-voltage rhythmic spike discharge in Long-Evans rats in vivo J. Physiol. 571 461-76
22. Shaw F Z, Lee S Y and Chiu T H 2006 Modulation of somatosensory evoked potentials during wake-sleep states and spike-wave discharges in the rat Sleep 29 285-93 (Pubitemid 44019950)
23. Liang S F, Shaw F Z, Young C P, Chang D W and Liao Y C 2010 Closed-loop brain computer interface for real-time seizure detection and control 32nd Annual Int. Conf. of the IEEE Engineering in Medicine and Biology Society pp 4950-3
24. Liang S F, Wang H C and Chang W L 2010 Combination of EEG complexity and spectral analysis for epilepsy diagnosis and seizure detection EURASIP J. Adv. Signal Process. 2010 1-15
25. Esteller R, Echauz J, Tcheng T and Litt B 2001 Line length: an efficient feature for seizure onset detection 23rd Annual Int. Conf. of the IEEE Engineering in Medicine and Biology Society 2 1707-10 (Pubitemid 35388938)
26. White A M, Williams P A, Ferraro D J, Clark S, Kadam S D, Dudek F E and Staley K J 2006 Efficient unsupervised algorithms for the detection of seizures in continuous EEG recordings from rats after brain injury J. Neurosci. Methods 152 255-66 (Pubitemid 43343497)
27. Osorio I et al 2002 Performance reassessment of a real-time seizure-detection algorithm on long ECoG series Epilepsia 43 1522-35 (Pubitemid 35429771)
28. Wilson S B 2006 Algorithm architectures for patient dependent seizure detection Clin. Neurophysiol. 117 1204-15
29. Rajdev P, Ward M P, Worth R M, Rickus J L and Irazoqui P P 2010 Real-time seizure prediction from local field potentials using an adaptive Wiener algorithm Comput. Biol. Med. 40 97-108
30. Raghunathan S, Gupta S K, Ward M P, Worth R M, Roy K and Irazoqui P P 2009 The design and hardware implementation of a low-power real-time seizure detection algorithm J. Neural Eng. 6 056005
31. Racine R J 1972 Modification of seizure activity by electrical stimulation: II. Motor seizure Electroencephalogr. Clin. Neurophysiol. 3 281-94
32. Pincus S M 1991 Approximate entropy as a measure of system complexity Proc. Natl Acad. Sci. USA 88 2297-301 (Pubitemid 21916403)
33. Golub G 1965 Numerical methods for solving linear least squares problems Numer. Math. 7 206-16