[HTML][HTML] A review of signal processing and machine learning techniques for interictal epileptiform discharge detection

B Abdi-Sargezeh, S Shirani, S Sanei, CC Took… - Computers in Biology …, 2024 - Elsevier
Brain interictal epileptiform discharges (IEDs), as one of the hallmarks of epileptic brain, are
transient events captured by electroencephalogram (EEG). IEDs are generated by seizure …

Macroscopic resting-state brain dynamics are best described by linear models

E Nozari, MA Bertolero, J Stiso, L Caciagli… - Nature biomedical …, 2024 - nature.com
It is typically assumed that large networks of neurons exhibit a large repertoire of nonlinear
behaviours. Here we challenge this assumption by leveraging mathematical models derived …

Changes in local and network brain activity after stereotactic thermocoagulation in patients with drug‐resistant epilepsy

S Simula, E Garnier, M Contento, F Pizzo… - …, 2023 - Wiley Online Library
Objective Stereoelectroencephalography‐guided radiofrequency thermocoagulation (SEEG‐
guided RF‐TC) aims to reduce seizure frequency by modifying epileptogenic networks …

Functional connectivity discriminates epileptogenic states and predicts surgical outcome in children with drug resistant epilepsy

S Rijal, L Corona, MS Perry, E Tamilia, JR Madsen… - Scientific Reports, 2023 - nature.com
Normal brain functioning emerges from a complex interplay among regions forming
networks. In epilepsy, these networks are disrupted causing seizures. Highly connected …

Neurophysiological evidence for cognitive map formation during sequence learning

J Stiso, CW Lynn, AE Kahn, V Rangarajan, KP Szymula… - Eneuro, 2022 - eneuro.org
Humans deftly parse statistics from sequences. Some theories posit that humans learn these
statistics by forming cognitive maps, or underlying representations of the latent space which …

[HTML][HTML] Widespread slow oscillations support interictal epileptiform discharge networks in focal epilepsy

H Ye, L Ye, L Hu, Y Yang, Y Ge, R Chen, S Wang… - Neurobiology of …, 2024 - Elsevier
Interictal epileptiform discharges (IEDs) often co-occur across spatially-separated cortical
regions, forming IED networks. However, the factors prompting IED propagation remain …