Neural mass modeling for predicting seizures

Clinical Neurophysiology

Volumn 125, Issue 5, 2014, Pages 867-868

  Van Putten, Michel J A M ^a   Zandt, Bas Jan ^a  

^a UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

DISEASE MODEL; EDITORIAL; ELECTROENCEPHALOGRAM; HIPPOCAMPUS; HUMAN; INTERNEURON; NEURAL MASS MODEL; PRIORITY JOURNAL; PYRAMIDAL NERVE CELL; SEIZURE; CELL FUNCTION; COMPUTER SIMULATION; ELECTRODE; EPILEPTIC FOCUS; FOCAL EPILEPSY; FUNCTIONAL MAGNETIC RESONANCE IMAGING; INTRACRANIAL PRESSURE MONITORING; MEMBRANE CURRENT; MODEL; NERVE CELL; NERVE CELL NETWORK; NEURAL FIELD MODEL; NEUROPHYSIOLOGY; NONHUMAN; PREDICTION; PRESSURE; RAT; TEMPERATURE; TIME SERIES ANALYSIS;

PROPOFOL;

ELECTROENCEPHALOGRAPHY; EPILEPSIES, PARTIAL; FEMALE; HIPPOCAMPUS; HUMANS; MALE; MODELS, NEUROLOGICAL; NEOCORTEX; SEIZURES;

EID: 84897558854     PISSN: 13882457     EISSN: 18728952     Source Type: Journal    
DOI: 10.1016/j.clinph.2013.11.013     Document Type: Editorial

References (21)

1. Aarabi, A., He, B. Seizure prediction in hippocampal and neocortical epilepsy using a model-based approach. Clin Neurophysiol 2014;125:930-940.
2. Bartolomei Fabrice, Guye M., Wendling F. Abnormal binding and disruption in large scale networks involved in human partial seizures. EPJ Nonlin Biomed Phys 2013, 1-4.
3. Bojak I., Oostendorp T.F., Reid A.T., Kötter R. Connecting mean field models of neural activity to EEG and fMRI data. Brain Topogr 2010, 23:139-149.
4. Coombes S., Terry J.R. The dynamics of neurological disease: integrating computational, experimental and clinical neuroscience. Eur J Neurosci 2012, 36:2118-2120.
5. David O., Friston K. A neural mass model for MEG/EEG: coupling and neuronal dynamics. Neuroimage 2003, 20:1743-1755.
6. Deco G., Jirsa V.K., Robinson P.A., Breakspear M., Friston K. The dynamic brain: from spiking neurons to neural masses and cortical fields. PLoS Comput Biol 2008, 10.1371/journal.pcbi.1000092.
7. Destexhe A., Sejnowski T.J. The Wilson-Cowan model, 36years later. Biol Cybern 2009, 101:1-2.
8. Hindriks R., van Putten M.J. Meanfield modeling of propofol-induced changes in spontaneous EEG rhythms. Neuroimage 2012, 60:2323-2334.
9. Hodgkin A., Huxley A. A quantitative description of membrane current and its application to conduction and excitation in nerve. J Physiol (Lond) 1952, 117:500-544.
10. Izhikevich E.M., Edelman G.M. Large-scale model of mammalian thalamocortical systems. Proc Natl Acad Sci U S A 2008, 105:3593-3598.
11. Liley D.T.J., Walsh M. The mesoscopic modeling of burst suppression during anesthesia. Front Comput Neurosci 2013, 7:46.
12. Lopes da Silva F.H., Blanes W., Kalitzin S.N., Parra J., Suffczynski P., Velis D.N. Dynamical diseases of brain systems: different routes to epileptic seizures. IEEE Trans Biomed Eng 2003, 50:540-548.
13. Nevado-Holgado A.J., Marten F., Richardson M.P., Terry J.R. Characterising the dynamics of EEG waveforms as the path through parameter space of a neural mass model: application to epilepsy seizure evolution. Neuroimage 2012, 59:2374-2392.
14. Otte W.M., Dijkhuizen R.M., van Meer M.P.A., van der Hel W.S., Verlinde S.A.M.W., van Nieuwenhuizen O., Viergever M.A., Stam C.J., Braun K.P.J. Characterization of functional and structural integrity in experimental focal epilepsy: reduced network efficiency coincides with white matter changes. PLoS One 2012, 7:e39078.
15. Rowe D.L., Robinson P.A., Rennie C.J. Estimation of neurophysiological parameters from the waking EEG using a biophysical model of brain dynamics. J Theor Biol 2004, 231:413-433.
16. Computational neuroscience in epilepsy 2008, Academic Press. I. Soltesz, K. Staley (Eds.).
17. Spiegler A., Knösche T.R., Schwab K., Haueisen J., Atay F.M. Modeling brain resonance phenomena using a neural mass model. PLoS Comput Biol 2011, 7:e1002298.
18. Suffczynski P., Kalitzin S., Lopes da Silva F.H. Dynamics of non-convulsive epileptic phenomena modeled by a bistable neuronal network. Neuroscience 2004, 126:467-484.
19. Tjepkema-Cloostermans M.C., Hindriks R., Hofmeijer J., van Putten M.J.A.M. Generalized periodic discharges after acute cerebral ischemia: reflection of selective synaptic failure?. Clin Neurophysiol 2014, 125:255-262. [Epub ahead of print].
20. van Albada S.J., Kerr C.C., Chiang A.K.I., Rennie C.J., Robinson P.A. Neurophysiological changes with age probed by inverse modeling of EEG spectra. Clin Neurophysiol 2010, 121:21-38.
21. van Drongelen W., Lee H.C., Hereld M., Chen Z., Elsen F.P., Stevens R.L. Emergent epileptiform activity in neural networks with weak excitatory synapses. IEEE Trans Neural Syst Rehabil Eng 2005, 13:236-241.