Analysis of Epileptic Seizure Detection Using Deep Learning Algorithms

VS Devi, R Pallavi - 2024 Third International Conference on …, 2024 - ieeexplore.ieee.org
Epileptic seizures impact a patient's physical function and can cause irreversible damage to
the brain. Timely detection of these seizures is crucial for administering appropriate …

A study on the role of deep learning in the detection and diagnosis of epileptic seizures

R Chauhan, S Kaur, D Saini - … & Technology (ICCMST 2024), 2–3 …, 2024 - books.google.com
In today's world, epileptic seizures which is a chronic neurological disorder causes rapid
disruptions to a person's lifestyle. It is very common and the number of cases that involve …

A review on EEG based epileptic seizures detection using deep learning techniques

S Cherukuvada, R Kayalvizhi - 2022 4th International …, 2022 - ieeexplore.ieee.org
Magnetic Resonance Imaging (MRI) and Electroencephalography (EEG) modalities have
been used in several screening procedures to diagnose epileptic seizures with a high-level …

Survey on Effective Deep Learning-based Automated Epileptic Seizure Detection

R Manjupriya, AA Leema - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Uncontrolled neuron activity in the brain is the source of the neurological disorder known as
epilepsy seizures that substantially reduce patients' quality of life and frequently risk their …

Epilepsy Detection using Convolutional Neural Network

RM Prakash, P Krishnaleela… - 2023 8th …, 2023 - ieeexplore.ieee.org
One of the most prevalent disorders of the nervous system is epilepsy and it affects 1% to
2% of people worldwide. In terms of neurological illness, it is only second to stroke. An …

Detection of Epileptic Seizures in EEG Signals using Deep Convolutional Neural Networks

HK Goru, BR Krishna… - … Conference on Next …, 2023 - ieeexplore.ieee.org
Epilepsy is the most prevalent neurological disease in the world. It affects around 65 million
individuals globally, accounting for about 1% of the global population, and about 5 percent …

Prediction and Detection of Epilepsy Seizures Using Deep Learning Based Convolutional Neural Networks Models

S Sharma, A Kaur - … on Artificial Intelligence for Innovations in …, 2023 - ieeexplore.ieee.org
Epilepsy is a disorderliness of nervous system in which person behaves abnormally and
brain activity becomes unusual. Epilepsy problems are identified by electroencephalogram …

A hybrid deep learning approach for epileptic seizure detection in EEG signals

I Ahmad, X Wang, D Javeed, P Kumar… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Early detection and proper treatment of epilepsy is essential and meaningful to those who
suffer from this disease. The adoption of deep learning (DL) techniques for automated …

Epileptic Seizure Detection Using Machine Learning and Deep Learning Method

A Eviyanti, A Saikhu, C Fatichah - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Seizures are a common symptom of epilepsy, a nervous system disease. Epilepsy can be
detected with an Electroencephalogram (EEG) signal that records brain nerve activity. Visual …

[PDF][PDF] SURVEY ON EFFICIENT AUTOMATED EPILEPTIC SEIZURE DETECTION USING A DEEP LEARNING TECHNIQUE

R Manjupriya, AA Leema - Application of Artificial … - empyrealpublishinghouse.com
Uncontrolled neuron activity in the brain is the source of the neurological disorder known as
epilepsy seizures that substantially reduce patients' quality of life and frequently risk their …