Personalized EEG feature selection for low-complexity seizure monitoring
Approximately, one third of patients with epilepsy are refractory to medical therapy and thus
can be at high risk of injuries and sudden unexpected death. A low-complexity …
can be at high risk of injuries and sudden unexpected death. A low-complexity …
Random forest classifier for EEG-based seizure prediction
RB Messaoud, M Chavez - arXiv preprint arXiv:2106.04510, 2021 - arxiv.org
Epileptic seizure prediction has gained considerable interest in the computational Epilepsy
research community. This paper presents a Machine Learning based method for epileptic …
research community. This paper presents a Machine Learning based method for epileptic …
Predictive modeling of evoked intracranial EEG response to medial temporal lobe stimulation in patients with epilepsy
Despite over a decade of promising results, closed-loop neurostimulation for the treatment of
drug-resistant epilepsy (DRE) still relies on manual parameter tuning and yields …
drug-resistant epilepsy (DRE) still relies on manual parameter tuning and yields …
Aieeg: Personalized seizure prediction through partially-reconfigurable deep neural networks
With more than 65M people affected by epilepsy worldwide, early prediction and response
to seizure onsets have become more important than ever. Cutting-edge research in …
to seizure onsets have become more important than ever. Cutting-edge research in …
Semantic segmentation for recognition of epileptiform patterns recorded via Microelectrode Arrays in vitro
Epilepsy is a prevalent neurological disorder that affects approximately 1% of the global
population. Around 30-40% of patients do not respond to pharmacological treatment …
population. Around 30-40% of patients do not respond to pharmacological treatment …
Optimized k-nearest neighbours classifier based prediction of epileptic seizures
HJ Prasad - Bulletin of Electrical Engineering and Informatics, 2024 - beei.org
Epileptic seizure is an unstable condition of the brain that cause severe mental disorder and
can be fatal if not properly diagnosed at an early stage. Electroencephalogram (EEG) plays …
can be fatal if not properly diagnosed at an early stage. Electroencephalogram (EEG) plays …