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Documents dont l'auteur est "Bou Assi, Elie"

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Nombre de documents: 26

Article de revue

Lemoine, É., Hinnoutondji Toffa, D., Qi Xu, A., Tessier, J.-D., Jemel, M., Lesage, F., Khoa Nguyen, D., & Bou Assi, E. (2025). Improving diagnostic accuracy of routine EEG for epilepsy using deep learning. Brain Communications. Lien externe

Lemoine, É., Jemel, M., Xu, A. Q., Tessier, J.-D., Lesage, F., Nguyen, D. K., & Bou Assi, E. (2025). Prognostic value of interictal epileptiform discharges on routine EEG in adults with epilepsy. Epilepsia, 66(6), 2079-2088. Disponible

Lemoine, É., Lesage, F., Nguyen, D. K., & Bou Assi, E. (2025). Deep Learning for the Prediction of Time-to-Seizure in Epilepsy using Routine EEG (P3-9.003). Neurology, 104(7_Suppleme). Lien externe

Lemoine, É., Neves Briard, J., Rioux, B., Gharbi, O., Podbielski, R., Nauche, B., Toffa, D., Keezer, M., Lesage, F., Nguyen, D. K., & Bou Assi, E. (2024). Computer-assisted analysis of routine EEG to identify hidden biomarkers of epilepsy: A systematic review. Computational and Structural Biotechnology Journal, 24, 66-86. Lien externe

Lemoine, É., Briard, J. N., Rioux, B., Podbielski, R., Nauche, B., Toffa, D. H., Keezer, M. R., Lesage, F., Nguyen, D. K., & Bou Assi, E. (2023). Computer-assisted analysis of routine electroencephalogram to identify hidden biomarkers of epilepsy: Protocol for a systematic review. BMJ Open, 13(1), e066932 (6 pages). Disponible

Gagliano, L., Ding, T. Y., Toffa, D. H., Beauregard, L., Robert, M., Lesage, F., Sawan, M., Nguyen, D. K., & Bou Assi, E. (2023). Decrease in wearable-based nocturnal sleep efficiency precedes epileptic seizures. Frontiers in Neurology, 13, 1089094 (11 pages). Lien externe

Gagliano, L., Bou Assi, E., Herrera-Fortin, T., Lesage, F., Sawan, M., & Nguyen, D. K. (2023). Epileptic Prodromes: Insights from Surveying 196 Patients and 150 Caregivers. Canadian Journal of Neurological Sciences, 50(1), 72-82. Lien externe

Bou Assi, E., Schindler, K., de Bézenac, C., Denison, T., Desai, S., Keller, S. S., Lemoine, É., Rahimi, A., Shoaran, M., & Rummel, C. (2023). From Basic Sciences and Engineering to Epileptology: A Translational Approach. Epilepsia, 37 pages. Lien externe

Lemoine, É., Toffa, D., Pelletier-Mc Duff, G., Xu, A. Q., Jemel, M., Tessier, J.-D., Lesage, F., Nguyen, D. K., & Bou Assi, E. (2023). Machine-learning for the prediction of one-year seizure recurrence based on routine electroencephalography. Scientific Reports, 13(1), 13 pages. Disponible

Rong, G., Mendez, A., Bou Assi, E., Zhao, B., & Sawan, M. (2020). Artificial Intelligence in Healthcare: Review and Prediction Case Studies. Engineering, 6(3), 291-301. Lien externe

Bou Assi, E., Zerouali, Y., Robert, M., Lesage, F., Pouliot, P., & Nguyen, D. K. (2020). Large-scale desynchronization during interictal epileptic discharges recorded with intracranial EEG. Frontiers in Neurology, 11, 529460 (12 pages). Disponible

Gagliano, L., Bou Assi, E., Nguyen, D. K., & Sawan, M. (2019). Bispectrum and recurrent neural networks: Improved classification of interictal and preictal states. Scientific Reports, 9(1). Disponible

Bou Assi, E., Rihana, S., Nguyen, D. K., & Sawan, M. (2019). Effective connectivity analysis of iEEG and accurate localization of the epileptogenic focus at the onset of operculo-insular seizures. Epilepsy Research, 152, 42-51. Lien externe

Bou Assi, E., Gagliano, L., Rihana, S., Nguyen, D. K., & Sawan, M. (2018). Bispectrum features and multilayer perceptron classifier to enhance seizure prediction. Scientific Reports, 8(1). Disponible

Gagliano, L., Bou Assi, E., Nguyen, D. K., Rihana, S., & Sawan, M. (2018). Bilateral preictal signature of phase-amplitude coupling in canine epilepsy. Epilepsy Research, 139, 123-128. Lien externe

Bou Assi, E., Nguyen, D. K., Rihana, S., & Sawan, M. (2017). Towards accurate prediction of epileptic seizures: A review. Biomedical Signal Processing and Control, 34, 144-157. Lien externe

Communication écrite

Gagliano, L., Chang, A., Shokooh, L. A., Toffa, D. H., Lesage, F., Sawan, M., Nguyen, D. K., & Bou Assi, E. (juillet 2023). Cross-bispectrum connectivity of intracranial EEG: A novel approach to seizure onset zone localization [Communication écrite]. 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference (EMBC 2023), Sydney, Australia (4 pages). Lien externe

Gagliano, L., Lesage, F., Nguyen, D. K., Sawan, M., & Bou Assi, E. (août 2021). Combining bispectral magnitude and entropy measures to improve classification of preictal and ictal iEEG [Communication écrite]. 34th International Epilepsy Congress (1 page). Publié dans Epilepsia, 62(S3). Lien externe

Gagliano, L., Lesage, F., Bou Assi, E., Nguyen, D. K., & Sawan, M. (juin 2020). Neural networks for epileptic seizure prediction: algorithms and hardware implementation [Communication écrite]. 18th IEEE International New Circuits and Systems Conference (NEWCAS 2020), Montréal, Qc, Canada. Lien externe

Gagliano, L., Bou Assi, E., Toffa, D. H., Nguyen, D. K., & Sawan, M. (juillet 2020). Unsupervised Clustering of HRV Features Reveals Preictal Changes in Human Epilepsy [Communication écrite]. 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2020), Montréal, QC, Canada. Lien externe

Gagliano, L., Bou Assi, E., Sawan, M., & Nguyen, D. K. (octobre 2018). Bicoherence of intracranial EEG: a novel precursor of seizure activity in canine epilepsy [Communication écrite]. IEEE Life Sciences Conference (LSC 2018), Montréal, Québec. Lien externe

Egila, M. G., Bou Assi, E., & Sawan, M. (juin 2018). Non-Linear Sequential SVM Classifier of Epileptic Seizures [Communication écrite]. 16th IEEE International New Circuits and Systems Conference (NEWCAS 2018), Montréal, Québec. Lien externe

Bou Assi, E., Sawan, M., Nguyen, D. K., & Rihana, S. (octobre 2016). A 2D clustering approach investigating inter-hemispheric seizure flow by means of a directed transfer function [Communication écrite]. 3rd Middle East Conference on Biomedical Engineering (MECBME 2016), Beirut, Lebanon. Lien externe

Résumé

Lemoine, É., Toffa, D. H., Lesage, F., Nguyen, D. K., & Bou Assi, E. (avril 2023). Predicting Seizure Freedom through Computational Processing of Routine EEG [Résumé]. 2023 Annual Meeting Abstracts (3 pages). Publié dans Neurology, 100(17, suppl). Lien externe

Lemoine, É., Tessier, J.-D., Pelletier-Mc Duff, G., Robert, M., Toffa, D., Lesage, F., Nguyen, D. K., & Bou Assi, E. (août 2021). Entropy on routine EEG: a fingerprint of recent seizure activity? [Résumé]. 34th International Epilepsy Congress (1 page). Publié dans Epilepsia, 62(S3). Lien externe

Thèse de doctorat

Bou Assi, E. (2018). Towards Accurate Forecasting of Epileptic Seizures: Artificial Intelligence and Effective Connectivity Findings [Thèse de doctorat, École Polytechnique de Montréal]. Disponible

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