Does the onset of epileptic seizure start from a bifurcation point?

被引:0
|
作者
Fahimeh Nazarimehr
Seyed Mohammad Reza Hashemi Golpayegani
Boshra Hatef
机构
[1] Biomedical Engineering Department,
[2] Amirkabir University of Technology,undefined
[3] Neuroscience Research Center,undefined
[4] Baqiyatallah University of Medical Sciences,undefined
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Detection of epileptic seizures is a major challenge of these days. There are lots of papers which pay their attention to this subject. Recently, some dynamical disease with attacks such as epilepsy are considered as a system in which critical slowing down can be seen before their attacks (seizure). Although there are not many researches on the prediction of seizures using this phenomenon. Recently [P. Milanowski, P. Suffczynski, Int. J. Neural Syst. 26, 1650053 (2016)] have investigated the application of critical slowing down indicators and surprisingly they found that only in 8% of nearby 300 epileptic patients have the evidence of critical slowing down before seizures. The main goal of this paper is finding the answer of the important question “can we trust that epileptic seizures are bifurcations in the neural system”. In order to find the answer, different studies on the prediction of seizure are investigated and we prove that features which are used in those papers are critical slowing down indicators although they are not aware of it. So we present some reasons for the occurrence of critical slowing down before the seizure. We hope that this study will be a motivation of future studies on the application of critical slowing down indicators for predicting epileptic seizures.
引用
收藏
页码:697 / 705
页数:8
相关论文
共 50 条
  • [41] Towards prognostic biomarkers from BOLD fluctuations to differentiate a first epileptic seizure from new-onset epilepsy
    Gupta, Lalit
    Janssens, Rick
    Vlooswijk, Marielle C. G.
    Rouhl, Rob P. W.
    de Louw, Anton
    Aldenkamp, Albert P.
    Ulman, Shrutin
    Besseling, Rene M. H.
    Hofman, Paul A. M.
    van Kranen-Mastenbroek, Vivianne H.
    Hilkman, Danny M.
    Jansen, Jacobus F. A.
    Backes, Walter H.
    EPILEPSIA, 2017, 58 (03) : 476 - 483
  • [42] The Roles of Sleep-Wake States and Brain Rhythms in Epileptic Seizure Onset
    Ahmed, Omar J.
    Vijayan, Sujith
    JOURNAL OF NEUROSCIENCE, 2014, 34 (22): : 7395 - 7397
  • [43] Automatic Epileptic Seizure Onset Detection Using Matching Pursuit: A Case Study
    Sorensen, Thomas L.
    Olsen, Ulrich L.
    Conradsen, Isa
    Henriksen, Jonas
    Kjaer, Troels W.
    Thomsen, Carsten E.
    Sorensen, Helge B. D.
    2010 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2010, : 3277 - 3280
  • [44] Virtual epileptic patient brain modeling: Relationships with seizure onset and surgical outcome
    Makhalova, Julia
    Medina Villalon, Samuel
    Wang, Huifang
    Giusiano, Bernard
    Woodman, Marmaduke
    Benar, Christian
    Guye, Maxime
    Jirsa, Viktor
    Bartolomei, Fabrice
    EPILEPSIA, 2022, 63 (08) : 1942 - 1955
  • [45] Reliability Of The Epileptic Syndrome Diagnosis Established Early After A New Onset Seizure
    Hernandez, E. F.
    Ruiz, M. R.
    Gadea, M. O.
    Perez, E. S.
    Fresno, L. Ad.
    Sabin, J. A.
    Puig, X. S.
    Argany, M. T.
    EPILEPSIA, 2018, 59 : S261 - S262
  • [46] A physiologically motivated ECoG segmentation method for epileptic seizure onset zone detection
    Graef, Andreas
    Flamm, Christoph
    Pirker, Susanne
    Deistler, Manfred
    Baumgartner, Christoph
    2012 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2012, : 3500 - 3503
  • [47] IDENTIFYING SEIZURE ONSET ZONE AND EPILEPTIC NETWORKS WITH THE DYNAMIC IMAGING OF COHERENT SOURCES
    Elshoff, L.
    Muthuraman, M.
    Wiegand, G.
    Raethjen, J.
    Stephani, U.
    Siniatchkin, M.
    EPILEPSIA, 2011, 52 : 202 - 202
  • [48] Aberrant energy metabolism and redox balance in seizure onset zones of epileptic patients
    Grove, Ryan A.
    Madhavan, Deepak
    Boone, Cory H. T.
    Braga, Camila Pereira
    Papackova, Zuzana
    Kyllo, Hannah
    Samson, Kaeli
    Simeone, Kristina
    Simeone, Timothy
    Helikar, Tomas
    Hanson, Corrine K.
    Adamec, Jiri
    JOURNAL OF PROTEOMICS, 2020, 223
  • [49] A puzzling case without solution: isolated late-onset epileptic seizure
    Angelo Labate
    Laura Mumoli
    Paolo Perrotta
    Aldo Quattrone
    Antonio Gambardella
    Neurological Sciences, 2015, 36 : 2303 - 2304
  • [50] A Novel Low-Power-Implantable Epileptic Seizure-Onset Detector
    Salam, Muhammad Tariqus
    Sawan, Mohamad
    Dang Khoa Nguyen
    IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2011, 5 (06) : 568 - 578