Cycles in epilepsy

PJ Karoly, VR Rao, NM Gregg, GA Worrell… - Nature Reviews …, 2021 - nature.com
Epilepsy is among the most dynamic disorders in neurology. A canonical view holds that
seizures, the characteristic sign of epilepsy, occur at random, but, for centuries, humans …

Seizure prediction—ready for a new era

L Kuhlmann, K Lehnertz, MP Richardson… - Nature Reviews …, 2018 - nature.com
Epilepsy is a common disorder characterized by recurrent seizures. An overwhelming
majority of people with epilepsy regard the unpredictability of seizures as a major issue …

Long-term brain network reorganization predicts responsive neurostimulation outcomes for focal epilepsy

AN Khambhati, A Shafi, VR Rao… - Science Translational …, 2021 - science.org
Responsive neurostimulation (RNS) devices, able to detect imminent seizures and to rapidly
deliver electrical stimulation to the brain, are effective in reducing seizures in some patients …

[HTML][HTML] Multi-day rhythms modulate seizure risk in epilepsy

MO Baud, JK Kleen, EA Mirro, JC Andrechak… - Nature …, 2018 - nature.com
Epilepsy is defined by the seemingly random occurrence of spontaneous seizures. The
ability to anticipate seizures would enable preventative treatment strategies. A central but …

Machine learning for predicting epileptic seizures using EEG signals: A review

K Rasheed, A Qayyum, J Qadir… - IEEE reviews in …, 2020 - ieeexplore.ieee.org
With the advancement in artificial intelligence (AI) and machine learning (ML) techniques,
researchers are striving towards employing these techniques for advancing clinical practice …

Focal onset seizure prediction using convolutional networks

H Khan, L Marcuse, M Fields… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Objective: This paper investigates the hypothesis that focal seizures can be predicted using
scalp electroencephalogram (EEG) data. Our first aim is to learn features that distinguish …

Seizure cycles in focal epilepsy

MG Leguia, RG Andrzejak, C Rummel, JM Fan… - JAMA …, 2021 - jamanetwork.com
Importance Focal epilepsy is characterized by the cyclical recurrence of seizures, but, to our
knowledge, the prevalence and patterns of seizure cycles are unknown. Objective To …

A new era in electroencephalographic monitoring? Subscalp devices for ultra–long‐term recordings

J Duun‐Henriksen, M Baud, MP Richardson… - …, 2020 - Wiley Online Library
Inaccurate subjective seizure counting poses treatment and diagnostic challenges and thus
suboptimal quality in epilepsy management. The limitations of existing hospital‐and home …

[HTML][HTML] Epileptic seizure prediction using big data and deep learning: toward a mobile system

I Kiral-Kornek, S Roy, E Nurse, B Mashford, P Karoly… - …, 2018 - thelancet.com
Background Seizure prediction can increase independence and allow preventative
treatment for patients with epilepsy. We present a proof-of-concept for a seizure prediction …

[HTML][HTML] Critical slowing down as a biomarker for seizure susceptibility

MI Maturana, C Meisel, K Dell, PJ Karoly… - Nature …, 2020 - nature.com
The human brain has the capacity to rapidly change state, and in epilepsy these state
changes can be catastrophic, resulting in loss of consciousness, injury and even death …