Artificial Intelligence in Epilepsy: A Narrative Review of Automated High-Frequency Oscillation Detection and Seizure Recognition (2022–2025)
R Maalej, A Hadriche, N Jmail |
Epilepsy & Seizure 18, A000175, 2026 |
2026 |
1 |
Advancing SDG 3 with Seizure IA Tools: a Comparative Analysis of Different Deep Learning Models for Epileptic Seizure Detection.
T Guesmi, A Hadriche, N Jmail |
Journal of Lifestyle and SDGs Review 5 (8), 2025 |
2025 |
0 |
Evaluation of Inverse Problem Methods (sLORETA, MNE, dSPM and wMEM) for Epileptogenic Zone Localization in EEG/MEG: Towards Neuro-enhancement
A Necibi, A Hadriche, N Jmail |
Journal of Lifestyle and SDGs Review 5 (9), 2025 |
2025 |
0 |
Hybrid Vision Transformer and MLP-Mixer for Epileptic Seizure Detection in Intracranial EEG.
T Guesmi, A Hadriche, N Jmail |
International Journal of Advanced Computer Science & Applications 16 (10), 2025 |
2025 |
0 |
Multi-classification of High-Frequency Oscillations Using iEEG Signals and Deep Learning Models
Z Sadek, A Hadriche, R Maalej, N Jmail |
Journal of Image and Graphics 13 (1), 2025 |
2025 |
4 |
Assessing the Performance of SVM, MLP, Na�ve Bayes and Random Forest in Classifying HighFrequency Oscillations for Epileptic Seizure Detection Using IEEG signals
Z Sadek, A Hadriche, B Boucetta, N Jmail |
Bio-Algorithms and Med-Systems 21 (1), 2025 |
2025 |
0 |
A Simulation-Based CNN–Transformer Hybrid Model for the Classification of High-Frequency Oscillations in Intracranial EEG Signals
R Maalej, A Hadriche, N Jmail |
Epilepsy & Seizure 17, A000170, 2025 |
2025 |
1 |
Comparison Between Different Source Localization and Connectivity Metrics of Spiky and Oscillatory MEG Activities
I ELBehy, A Hadriche, R Maalej, N Jmail |
International journal of electrical and computer engineering systems 15 (10�…, 2024 |
2024 |
3 |
Comparative evolution between different source localizations of epileptic MEG oscillations using different connectivity metrics
I Elbehy, A Hadriche, N Jmail |
The IEEE International Conference on Bioinformatics & Bioengineering�…, 2024 |
2024 |
0 |
An Efficient CNN and RNN Hybrid Model for the Detection of Epileptic Seizures in EEG Signals
Z Sadek, A Hadriche, N Jmail |
The IEEE International Conference on Bioinformatics & Bioengineering�…, 2024 |
2024 |
1 |
Epileptic MEG Networks Connectivity Obtained by MNE, sLORETA, cMEM and dsPM
I ElBehy, A Hadriche, R Jarray, N Jmail |
International Conference on Hybrid Intelligent Systems, 357-365, 2022 |
2022 |
0 |
Assessment of Epileptic Gamma Oscillations’ Networks Connectivity
A Necibi, A Hadriche, N Jmail |
International Conference on Intelligent Systems Design and Applications, 91-99, 2022 |
2022 |
1 |
Effective Connectivity of High-Frequency Oscillations (HFOs) Using Different Source Localization Techniques
T Guesmi, A Hadriche, N Jmail |
International Conference on Intelligent Systems Design and Applications, 377-384, 2022 |
2022 |
1 |
Clustering of high frequency oscillations HFO in epilepsy using pretrained neural networks
Z Sadek, A Hadriche, N Jmail |
International Conference on Intelligent Systems Design and Applications, 100-107, 2022 |
2022 |
6 |
Comparison of Inverse Problem Linear and Non-Linear Methods for Source Localization: EEG-TMS study
J Ridha, H Abir, BA Chokri, ZMJ Nawel |
NEUROQUANTOLOGY 20 (11), 5076-5092, 2022 |
2022 |
0 |
Evaluation of techniques for predicting a build up of a seizure
A Hadriche, I ElBehy, A Hajjej, N Jmail |
International Conference on Intelligent Systems Design and Applications, 816-827, 2021 |
2021 |
8 |
Comparison of inverse problem linear and non-linear methods for localization source: a combined TMS-EEG study
A Hadriche, C Amar, N Jmail |
arXiv preprint arXiv:2112.00139, 2021 |
2021 |
0 |
A build up of seizure prediction and detection Software: A review
A Hadriche, N Jmail |
J. Clin. Images Med. Case Reports 2 (2), 1-3, 2021 |
2021 |
5 |
Assessment of effective network connectivity among MEG none contaminated epileptic transitory events
A Hadriche, I Behy, A Necibi, A Kachouri, CB Amar, N Jmail |
Computational and Mathematical Methods in Medicine 2021 (1), 6406362, 2021 |
2021 |
6 |
Detection of pure epileptic transitory among gamma oscillatory activities in MEG signals by SVD, embedded on a partial dynamic reconfiguration
N Jmail, T Frikha, A Hadriche, CG B�nar |
arXiv preprint arXiv:2006.11927, 2020 |
2020 |
0 |
Evaluation of Stationary Wavelet Transforms in Reconstruction of Pure High Frequency Oscillations (HFOs)
G Thouraya, H Abir, J Nawel, BA Chokri |
The Impact of Digital Technologies on Public Health in Developed and�…, 2020 |
2020 |
5 |
Integration of stationary wavelet transform on a dynamic partial reconfiguration: case study separating preictal gamma oscillations from transitory activities for early build�…
R Jarray, N Jmail, A Hadriche, T Frikha, CB Amar |
arXiv preprint arXiv:1911.07078, 2019 |
2019 |
0 |
Evaluation of techniques for predicting seizure Build up
A Hajjeji, N Jmail, A Hadriche, A Ncibi, CB Amar |
arXiv preprint arXiv:1911.07081, 2019 |
2019 |
0 |
Using centrality measures to extract core pattern of brain dynamics during the resting state
A Hadriche, N Jmail, JL Blanc, L Pezard |
Computer methods and programs in biomedicine 179, 104985, 2019 |
2019 |
12 |
A Comparison of Inverse Problem Methods for Source Localization of Epileptic Meg Spikes
J Nawel, H Abir, B Ichrak, N Amal, BA Chokri |
2019 IEEE 19th International Conference on Bioinformatics and Bioengineering�…, 2019 |
2019 |
14 |
Extraction and localization of non-contaminated alpha and gamma oscillations from EEG signal using finite impulse response, stationary wavelet transform, and custom FIR
N Abdennour, A Hadriche, T Frikha, N Jmail |
International Conference on Artificial Neural Networks, 511-520, 2018 |
2018 |
11 |
Integration of stationary wavelet transform on a dynamic partial reconfiguration for recognition of pre-ictal gamma oscillations
N Jmail, M Zaghdoud, A Hadriche, T Frikha, CB Amar, C B�nar |
Heliyon 4 (2), 2018 |
2018 |
20 |
A Comparison between modeling a normal and an epileptic state using the FHN and the epileptor model
R Jarray, N Jmail, A Hadriche, T Frikha |
International Conference on Innovations in Bio-Inspired Computing and�…, 2017 |
2017 |
3 |
Separation between spikes and oscillation by SWT implemented on embedded architecture
J Nawel, J Ridha, H Abir, T Frikha, B Cristian G |
Journal of the Neurological Sciences 381, 542, 2017 |
2017 |
13 |
Hand gesture recognition system
A Zeineb, C Chaala, T Frikha, A Hadriche |
International Journal of Computer Science and Information Security (IJCSIS�…, 2016 |
2016 |
9 |
A case study of varying the EEG localization error using different electrode configurations: Embedded solution.
R Khemakhem, T Frikha, A Hadriche, JP Diguet |
Journal of Information Assurance & Security 11 (5), 2016 |
2016 |
0 |
Embedded application for evoked potential detection.
T Frikha, A Hadriche, R Khemakhem, N Jmail, M Abid |
Journal of Information Assurance & Security 11 (4), 2016 |
2016 |
1 |
Adaptive architecture for medical application case study: evoked Potential detection using matching poursuit consensus
T Frikha, A Hadriche, R Khemakhem, N Jmail, M Abid |
2015 15th International Conference on Intelligent Systems Design and�…, 2015 |
2015 |
14 |
Embedded EEG localization error using separately lobe for electrodes configuration
R Khemakhem, T Frikha, A Hadriche, AB Hamida |
2015 15th International Conference on Intelligent Systems Design and�…, 2015 |
2015 |
3 |
Different methods of partitioning the phase space of a dynamic system
A Hadriche, N Jmail, R Elleuch, L Pezard |
Int. J. Comput. Appl 93 (15), 8887, 2014 |
2014 |
11 |
The detection of Evoked Potential with variable latency and multiple trial using Consensus matching pursuit
A Hadriche, N Jmail, A Kachouri, H Ghariani |
2014 1st International Conference on Advanced Technologies for Signal and�…, 2014 |
2014 |
13 |
Mapping the dynamic repertoire of the resting brain
A Hadriche, L Pezard, JL Nandrino, H Ghariani, A Kachouri, VK Jirsa |
NeuroImage 78, 448-462, 2013 |
2013 |
22 |
L’�cole Nationale d’Ing�nieurs de Sfax
A Hadriche |
Universit� de Gabes, 2013 |
2013 |
0 |
Caract�risation du r�pertoire dynamique macroscopique de l'activit� �lectrique c�r�brale humaine au repos
A Hadriche |
Aix-Marseille, 2013 |
2013 |
0 |
Reduction of continuous neuronal model to discrete binary automata
A Hadriche, N Jmail, H Ghariani, A Kachouri, L Pezard |
International Journal of Computer Applications 69 (24), 5-10, 2013 |
2013 |
2 |
A Feature-Enhanced Hybrid CNN-BiLSTM Framework for Multi-Label Classification of Pathological High-Frequency Oscillations in Intracranial EEG Signals
R Maalej, A Hadriche, MAB Msarra, N Jmail |
|
0 |
0 |
Integration of stationary wavelet transform on a dynamic partial reconfiguration for recognition of pre-ictal gamma oscillations
M Zaghdoud, A Hadriche, T Frikha, CB Amar |
|
0 |
0 |
Evaluation of techniques for predicting seizure Build up
AHN Jmail, A Hadriche, A Ncibi, CB Amar |
|
0 |
0 |
Comparison of Inverse Problem Linear and Non-Linear Methods for Source Localization: a combined TMS-EEG study
R Jarray, A Hadriche, CB Amar, M Zaied |
|
0 |
0 |
Integration of stationary wavelet transform on a dynamic partial reconfiguration ‘case study separating preictal gamma oscillations from transitory activities for early build�…
RJN Jmail, A Hadriche, T Frikha, CB Amar |
|
0 |
0 |
Adaptive architecture for medical application
T Frikha, A Hadriche, R Khemakhem, N Jmail, M Abid |
|
0 |
0 |
