A one-dimensional convolutional neural network model for automated localization of epileptic foci
Intracranial electrocorticogram (iEEG) is often used by clinical experts to determine the
location of the epileptic focal in the treatment of epilepsy. However, assess the location of …
location of the epileptic focal in the treatment of epilepsy. However, assess the location of …
Localization of epileptic foci by using convolutional neural network based on iEEG
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 …
epileptogenic tissues. The key challenging problem of focus localization lies in the accurate …
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 …
intracranial Electroencephalogram (iEEG) recording helps the neurosurgeons to take the …
Hybrid convolutional neural network for localization of epileptic focus based on iEEG
Epileptic focus localization by analysing intracranial electroencephalogram (iEEG) plays a
critical role in successful surgical therapy of resection of the epileptogenic lesion. However …
critical role in successful surgical therapy of resection of the epileptogenic lesion. However …
Automatic focal EEG identification based on deep reinforcement learning
X Liu, X Ding, J Liu, W Nie, Q Yuan - Biomedical Signal Processing and …, 2023 - Elsevier
Electroencephalogram (EEG) signals convey information about the electrical activity of
neurons and are commonly used in clinical practice to evaluate the epileptic activity of …
neurons and are commonly used in clinical practice to evaluate the epileptic activity of …
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 …
needed. Recent studies show that this can be done automatically using machine learning …
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 …
around 1/3 of patients with intractable epilepsy are drug-resistant, requiring surgical …
Epilepsy lesion localization method based on brain function network
C Fang, X Li, M Na, W Jiang, Y He, A Wei… - Frontiers in Human …, 2024 - frontiersin.org
Objective In the past, the localization of seizure onset zone (SOZ) primarily relied on
traditional EEG signal analysis methods. However, due to their limited spatial and temporal …
traditional EEG signal analysis methods. However, due to their limited spatial and temporal …
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 …
surgery. Epileptic focus localization process helps the physicians to determine the …
Detection of epileptic foci based on interictal iEEG by using convolutional neural network
Intracranial electroencephalogram (iEEG) recorded at cerebral cortex contains a lot of
important information for the diagnosis of epilepsy. Currently, the diagnosis of epilepsy must …
important information for the diagnosis of epilepsy. Currently, the diagnosis of epilepsy must …