Ahmad Karfoul - RankMe

44 papers C 1Misc 3Journal 17Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A physiology-driven deep learning-based pipeline for ECG segmentation. Biomed. Signal Process. Control. Alaa Salama, Amar Kachenoura, Salman Almuhammad Alali, Guy Carrault, Lotfi Senhadji, Ahmad Karfoul
2025	—	`conf`	Does Effective Heart Sound Segmentation Necessarily Require Deep Learning? EUSIPCO Salman Almuhammad Alali, Amar Kachenoura, Lotfi Senhadji, Alfredo I. Hernández, Laurent Albera, Ahmad Karfoul
2025	—	`conf`	Mitigating False Positives in ECG Segmentation Through Deep Learning-Based Postprocessing. EUSIPCO Alaa Salama, Amar Kachenoura, Salman Almuhammad Alali, Guy Carrault, Lotfi Senhadji, Ahmad Karfoul
2025	J	`jnl`	Optimized CNN-based denoising strategy for enhancing longitudinal monitoring of heart failure. Comput. Biol. Medicine Salman Almuhammad Alali, Amar Kachenoura, Laurent Albera, Alfredo I. Hernández, Cindy Michel, Lotfi Senhadji, Ahmad Karfoul
2025	J	`jnl`	Robust graph-based denoising for cardiac acceleration signals. Comput. Biol. Medicine Salman Almuhammad Alali, Amar Kachenoura, Lotfi Senhadji, Alfredo Hernández, Cindy Michel, Laurent Albera, Ahmad Karfoul
2024	—	`conf`	An Efficient Strategy for the Denoising of Heart Vibration Signals Acquired from an Implantable Device. IS Salman Almuhammad Alali, Amar Kachenoura, Lotfi Senhadji, Alfredo I. Hernández, Cindy Michel, Laurent Albera, Ahmad Karfoul
2024	C	`conf`	Denoising Cardiac Acceleration Signals Using an Optimal Graph-Based Strategy. HealthCom Salman Almuhammad Alali, Amar Kachenoura, Lotfi Senhadji, Alfredo I. Hernández, Cindy Michel, Laurent Albera, Ahmad Karfoul
2024	J	`jnl`	Electrophysiological brain imaging based on simulation-driven deep learning in the context of epilepsy. NeuroImage Zuyi Yu, Amar Kachenoura, Régine Le Bouquin-Jeannès, Huazhong Shu, Paul Berraute, Anca Nica, Isabelle Merlet, Laurent Albera, Ahmad Karfoul
2024	J	`jnl`	Multi-classification of high-frequency oscillations in intracranial EEG signals based on CNN and data augmentation. Signal Image Video Process. Fatma Krikid, Ahmad Karfoul, Sahbi Chaibi, Amar Kachenoura, Anca Nica, Abdennaceur Kachouri, Régine Le Bouquin-Jeannès
2023	—	`conf`	A Unified Approach for Inverse Problem in EEG and Brain Connectivity with Application to Epilepsy. A Proof of Concept Study. EUSIPCO Ahmad Karfoul, Amar Kachenoura, Laurent Albera
2023	J	`jnl`	An Optimized Dictionary-Based Model Identification Method in the Scope of Brain Effective Connectivity. IEEE Signal Process. Lett. Marc Greige, Ahmad Karfoul, Isabelle Merlet, Régine Le Bouquin-Jeannès
2023	—	`conf`	Nonlinear Causality Inference Using a Robust ERR-Based Method in the Context of Epilepsy. EUSIPCO Marc Greige, Ahmad Karfoul, Isabelle Merlet, Régine Le Bouquin Jeannes
2022	J	`jnl`	Classification of High Frequency Oscillations in intracranial EEG signals based on coupled time-frequency and image-related features. Biomed. Signal Process. Control. Fatma Krikid, Ahmad Karfoul, Sahbi Chaibi, Amar Kachenoura, Anca Nica, Abdennaceur Kachouri, Régine Le Bouquin-Jeannès
2022	J	`jnl`	Epileptic Seizure Prediction Using Deep Neural Networks Via Transfer Learning and Multi-Feature Fusion. Int. J. Neural Syst. Zuyi Yu, Laurent Albera, Régine Le Bouquin Jeannes, Amar Kachenoura, Ahmad Karfoul, Chunfeng Yang, Huazhong Shu
2022	J	`jnl`	Investigation of two neural mass models for DCM-based effective connectivity inference in temporal epilepsy. Comput. Methods Programs Biomed. Wentao Xiang, Ahmad Karfoul, Chunfeng Yang, Huazhong Shu, Régine Le Bouquin Jeannes
2022	—	`conf`	Multi-Classification of epileptic High Frequency Oscillations using a Time-Frequency image-based CNN. SSD Fatma Krikid, Ahmad Karfoul, Abdennaceur Kachouri, Régine Le Bouquin-Jeannès
2021	J	`jnl`	Dynamic brain effective connectivity analysis based on low-rank canonical polyadic decomposition: application to epilepsy. Medical Biol. Eng. Comput. Pierre-Antoine Chantal, Ahmad Karfoul, Anca Nica, Régine Le Bouquin-Jeannès
2021	—	`conf`	KAMICA, a new deflation ICA algorithm based on Kurtosis alternating maximization. ACSCC Ahmad Karfoul, Majd Saleh
2021	—	`conf`	Pitfalls of spikes filtering for detecting High Frequency Oscillations (HFOs). SSD Sahbi Chaibi, Chahira Mahjoub, Fatma Krikid, Ahmad Karfoul, Régine Le Bouquin-Jeannès, Abdennaceur Kachouri
2020	—	`conf`	A comparative study between three epileptic high frequency oscillations detection strategies. SSD Fatma Krikid, Sahbi Chaibi, Ahmad Karfoul, Abdennaceur Kachouri, Régine Le Bouquin-Jeannès
2020	J	`jnl`	An exact line search scheme to accelerate the EM algorithm: Application to Gaussian mixture models identification. J. Comput. Sci. Wentao Xiang, Ahmad Karfoul, Chunfeng Yang, Huazhong Shu, Régine Le Bouquin-Jeannès
2020	J	`jnl`	On the identification of the blood vessel confounding effect in intravoxel incoherent motion (IVIM) Diffusion-Weighted (DW)-MRI in liver: An efficient sparsity based algorithm. Medical Image Anal. Jie Liu, Giulio Gambarota, Huazhong Shu, Longyu Jiang, Benjamin Leporq, Olivier Beuf, Ahmad Karfoul
2019	—	`conf`	Rank estimation and tensor decomposition using physics-driven constraints for brain source localization. EUSIPCO Nasrin Taheri, Amar Kachenoura, Ahmad Karfoul, Xu Han, Karim Ansari-Asl, Isabelle Merlet, Lotfi Senhadji, Laurent Albera
2018	Misc	`conf`	All-in-one approach for constrained all-voxel tri-exponential IVIM model identification: Application to Diffusion-Weighted MR Imaging in the Liver. ACSSC Jie Liu, Giulio Gambarota, Huazhong Shu, Longyu Jiang, Benjamin Leporq, Olivier Beuf, Ahmad Karfoul
2018	Misc	`conf`	Brain Source Localization using Constrained Low Rank Canonical Polyadic Decomposition. ACSSC Nasrin Taheri, Xu Han, Ahmad Karfoul, Karim Ansari-Asl, Isabelle Merlet, Lotfi Senhadji, Laurent Albera, Amar Kachenoura
2018	Misc	`conf`	Independent Component Analysis Based on Non-polynomial Approximation of Negentropy: Application to MRS Source Separation. ACSSC Majd Saleh, Ahmad Karfoul, Amar Kachenoura, Laurent Albera, Lotfi Senhadji
2018	—	`conf`	Investigating Transmembrane Current Source Formulation for Solving the ECG Inverse Problem. SAM Karim El Houari, Amar Kachenoura, Paul Bcrrautc, Siouar Bensaid, Ahmad Karfoul, Christelle Boichon-Grivot, Alfredo Hernández, Laurent Albera, Michel Rochette
2017	—	`conf`	A fast model for solving the ECG forward problem based on an evolutionary algorithm. CAMSAP Karim El Houari, Amar Kachenoura, Laurent Albera, Siouar Bensaid, Ahmad Karfoul, Christelle Boichon-Grivot, Michel Rochette, Alfredo Hernández
2017	J	`jnl`	A local adjustment strategy for the initialization of dynamic causal modelling to infer effective connectivity in brain epileptic structures. Comput. Biol. Medicine Wentao Xiang, Ahmad Karfoul, Huazhong Shu, Régine Le Bouquin-Jeannès
2017	J	`jnl`	Efficient Stepsize Selection Strategy for Givens Parametrized ICA Applied to EEG Denoising. IEEE Signal Process. Lett. Majd Saleh, Ahmad Karfoul, Amar Kachenoura, Isabelle Merlet, Laurent Albera
2017	—	`conf`	Efficient sparsity-based algorithm for parameter estimation of the tri-exponential intra voxel incoherent motion (IVIM) model: Application to diffusion-weighted MR imaging in the liver. CAMSAP Jie Liu, Giulio Gambarota, Huazhong Shu, Longyu Jiang, Benjamin Leporq, Olivier Beuf, Ahmad Karfoul
2017	—	`conf`	Reliable gradient search directions for kurtosis-based deflationary ICA: Application to physiological signal processing. EMBC Majd Saleh, Ahmad Karfoul, Amar Kachenoura, Lotfi Senhadji, Laurent Albera
2016	—	`conf`	Low cost and efficient kurtosis-based deflationary ICA method: Application to MRS sources separation problem. EMBC Majd Saleh, Ahmad Karfoul, Amar Kachenoura, Lotfi Senhadji, Laurent Albera
2016	—	`conf`	Proximal gradient-based step for brain distributed epileptic source imaging after tensor decomposition preprocessing. MLSP Majd Saleh, Ahmad Karfoul, Laurent Albera, Amar Kachenoura, Hanna Becker, Isabelle Merlet
2016	—	`conf`	Quantifying connectivity in a physiology based model using adaptive dynamic causal modelling. EMBC Wentao Xiang, Chunfeng Yang, Ahmad Karfoul, Régine Le Bouquin-Jeannès
2015	—	`conf`	Feasibility of blind source separation methods for the denoising of dense-array EEG. EMBC Nasrin Taheri, Amar Kachenoura, Karim Ansari-Asl, Ahmad Karfoul, Lotfi Senhadji, Laurent Albera, Isabelle Merlet
2015	—	`conf`	Localization of spatially distributed brain sources after a tensor-based preprocessing of interictal epileptic EEG data. EMBC Laurent Albera, Hanna Becker, Ahmad Karfoul, Rémi Gribonval, Amar Kachenoura, Siouar Bensaid, Lotfi Senhadji, Alfredo I. Hernández, Isabelle Merlet
2015	—	`conf`	Tensor decomposition exploiting structural constraints for brain source imaging. CAMSAP Hanna Becker, Ahmad Karfoul, Laurent Albera, Rémi Gribonval, Julien Fleureau, Philippe Guillotel, Amar Kachenoura, Lotfi Senhadji, Isabelle Merlet
2014	—	`conf`	Nonnegative compression for Semi-Nonnegative Independent Component Analysis. SAM Lu Wang, Amar Kachenoura, Laurent Albera, Ahmad Karfoul, Huazhong Shu, Lotfi Senhadji
2012	J	`jnl`	Removal of muscle artifact from EEG data: comparison between stochastic (ICA and CCA) and deterministic (EMD and wavelet-based) approaches. EURASIP J. Adv. Signal Process. Doha Safieddine, Amar Kachenoura, Laurent Albera, Gwénaël Birot, Ahmad Karfoul, Anca Pasnicu, Arnaud Biraben, Fabrice Wendling, Lotfi Senhadji, Isabelle Merlet
2011	J	`jnl`	Iterative methods for the canonical decomposition of multi-way arrays: Application to blind underdetermined mixture identification. Signal Process. Ahmad Karfoul, Laurent Albera, Lieven De Lathauwer
2010	J	`jnl`	Blind underdetermined mixture identification by joint canonical decomposition of HO cumulants. IEEE Trans. Signal Process. Ahmad Karfoul, Laurent Albera, Gwénaël Birot
2010	—	`conf`	Semi-nonnegative Independent Component Analysis: The (3, 4)-SENICA LVA/ICA Julie Coloigner, Laurent Albera, Ahmad Karfoul, Amar Kachenoura, Pierre Comon, Lotfi Senhadji
2009	—	`conf`	Canonical decomposition of even order hermitian positive semi-definite arrays. EUSIPCO Ahmad Karfoul, Laurent Albera, Pierre Comon