Article

Novel Deep Learning Framework for Detection of Epileptic Seizures using EEG Signals

2023-06-19

Abstract excerpt

Epilepsy is a chronic neurological disorder characterized by abnormal electrical activity in the brain, often leading to recurrent seizures. With approximately 50 million people worldwide affected by epilepsy, there is a pressing need for efficient and accurate methods to detect and diagnose seizures. Electroencephalogram (EEG) signals, which record the brain’s electrical activity, have emerged as a valuable tool...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: b570fb56-1523-526a-b7c5-0392546dbfad
DOI: 10.20944/preprints202306.1329.v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Novel Deep Learning Framework for Detection of Epileptic Seizures using EEG SignalsDOI 10.20944/preprints202306.1329.v1Read

Deep Learning-based Real-Time Seizure Detection and Multi-Seizure Classification on Pediatric EEGSemantic proximity Read

Attentive CNN EEG or ACE-SeizNet: An Attention-Enhanced CNN Model for Automated EEG-Based Seizure Detection through Multi-Domain Deep Feature FusionSemantic proximity Read

TSD: Transformers for Seizure DetectionSemantic proximity Read

Research on automatic detection of epilepsy based on sliding time windowsSemantic proximity Read

Deep Learning-Based EEG Seizure Classification Using Comparative Time–Frequency Spectral RepresentationsSemantic proximity Read

Automated Interictal Epileptiform Discharge Detection From Scalp EEG Using Scalable Time-series Classification ApproachesSemantic proximity Read

VIDEO BASED DETECTION OF EPILEPTIC SEIZURES USING A THREE-DIMENSIONAL CONVOLUTIONAL NEURAL NETWORKSemantic proximity Read

Computer-assisted EEG diagnostic review for idiopathic generalized epilepsySemantic proximity Read

Epileptic Seizure Prediction Based on Multiresolution Convolutional Neural NetworksSemantic proximity Read

Automated Seizure Detection in Animal EEG SignalsSemantic proximity Read

Real-Time EEG-Based Epileptic Seizure Prediction Using Artificial Intelligence: A Systematic ReviewSemantic proximity Read

Expert level of detection of interictal discharges with a deep neural networkSemantic proximity Read