Article

Epileptic Seizure Prediction Based on Multiresolution Convolutional Neural Networks

2022-10-11

Abstract excerpt

<title>Abstract</title> <p>Epilepsy withholds patients' control of their body or consciousness and puts them at risk in the course of their daily life. This paper pursues the development of a smart neurocomputational technology to alert epileptic patients wearing EEG sensors of an impending seizure. An innovative approach to epileptic seizure prediction is proposed to improve prediction accuracy and reduce false...

Topics

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

Identifiers and source

Literature Corpus work: 64301d04-aaa6-51f7-9738-bd9fdb9e1487
DOI: 10.21203/rs.3.rs-2121492/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Epileptic Seizure Prediction Based on Multiresolution Convolutional Neural NetworksDOI 10.21203/rs.3.rs-2121492/v1Read

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

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

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

Novel Deep Learning Framework for Detection of Epileptic Seizures using EEG SignalsSemantic proximity Read

Time-frequency embedding with contrastive pre-training allows sub-second seizure detectionSemantic proximity Read

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

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

A Fused Power Spectrum based Feature Selection to Identify Schizophrenia from EEG Signals using Deep Learning Models - An Experimental StudySemantic proximity Read

TSD: Transformers for Seizure DetectionSemantic proximity Read

Refining epileptogenic high-frequency oscillations using deep learning: a reverse engineering approachSemantic proximity Read

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

Continental generalization of an AI system for clinical seizure recognitionSemantic proximity Read