Localization of Focal Intractable Epileptic Focus Based on Long-Term Recurrent Convolutional Network

Z Zhang, Q Luo, Y Zhou - 2023 IEEE 6th International …, 2023 - ieeexplore.ieee.org
In clinic, the success rate of surgical resection of the epileptic focus in the treatment of focal
intractable epilepsy is only about 25%. The main reason for the low success rate is that the …

Generative adversarial network based semi-supervised learning for epileptic focus localization

H Daoud, M Bayoumi - 2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
Accurate localization of the epileptic focus plays an important role in the success of epileptic
surgery. Epileptic focus localization process helps the physicians to determine the …

Semi-supervised learning for epileptic focus localization using deep convolutional autoencoder

H Daoud, M Bayoumi - 2019 IEEE Biomedical Circuits and …, 2019 - ieeexplore.ieee.org
Epileptic focus localization is an important process for successful epileptic surgery. The
intracranial Electroencephalogram (iEEG) recording helps the neurosurgeons to take the …

Localization of the Epileptic Focus using Multi-scale Deep Learning

R Zhang, YJ Tang, R Yan, T Cai, H Xu - Proceedings of the 2021 …, 2021 - dl.acm.org
PET imaging is considered as one of safest and most significant methods for localizing the
epileptic focus in the field of brain neuroscience. With the advent of the era of Artificial …

Hybrid convolutional neural network for localization of epileptic focus based on iEEG

L Sui, X Zhao, Q Zhao, T Tanaka, J Cao - Neural Plasticity, 2021 - Wiley Online Library
Epileptic focus localization by analysing intracranial electroencephalogram (iEEG) plays a
critical role in successful surgical therapy of resection of the epileptogenic lesion. However …

Classification of epileptic IEEG signals by CNN and data augmentation

X Zhao, J Solé-Casals, B Li, Z Huang… - ICASSP 2020-2020 …, 2020 - ieeexplore.ieee.org
Epileptic focus localization in patients with epileptic seizures is essential when surgery is
needed. Recent studies show that this can be done automatically using machine learning …

Localization of epileptic foci by using convolutional neural network based on iEEG

L Sui, X Zhao, Q Zhao, T Tanaka, J Cao - … Crete, Greece, May 24–26, 2019 …, 2019 - Springer
Epileptic focus localization is a critical factor for successful surgical therapy of resection of
epileptogenic tissues. The key challenging problem of focus localization lies in the accurate …

Deep learning approach for epileptic focus localization

H Daoud, M Bayoumi - IEEE transactions on biomedical circuits …, 2019 - ieeexplore.ieee.org
The task of epileptic focus localization receives great attention due to its role in an effective
epileptic surgery. The clinicians highly depend on the intracranial EEG data to make a …

[HTML][HTML] Epileptic focus localization using transfer learning on multi-modal EEG

Y Yang, F Li, J Luo, X Qin, D Huang - Frontiers in Computational …, 2023 - frontiersin.org
The standard treatments for epilepsy are drug therapy and surgical resection. However,
around 1/3 of patients with intractable epilepsy are drug-resistant, requiring surgical …

Multi-feature fusion for epileptic focus localization based on tensor representation

X Zhao, J Solé-Casals, Q Zhao, J Cao… - 2021 Asia-Pacific …, 2021 - ieeexplore.ieee.org
Epileptic focus localization based on intracranial electroencephalogram (iEEG) signal is a
key task before the patient's surgery, which is time-consuming by visual diagnosis of clinical …