Asma Ben Abdallah

68 papers B 5C 15Misc 3Journal 21Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	DL-Based Lesion Segmentation and Novel Biomarkers for Early EDSS Prediction in Multiple Sclerosis. ICAART (4) Nada Haj Messaoud, Aymen Chaouch, Asma Ben Abdallah, Mohamed Hedi Bedoui
2026	—	`conf`	Optimized Deep Learning Multimodal Medical Images Registration: Validation on MRI/PET. ICAART (4) Aymen Chaouch, Nada Haj Messaoud, Asma Ben Abdallah, Mohamed Hedi Bedoui
2026	—	`conf`	Quantitatively Audited Multi-View XAI for Medical Image Classification: Application to MGMT Promoter Methylation. ICAART (2) Manel Mili, Abderrahman Ben Abdeljelil, Antoine Manzanera, Asma Ben Abdallah, Jose Javier Otero, Mohamed Hedi Bedoui
2025	J	`jnl`	Convolution Block Extension of DCNN for Retinal Vascular Segmentation: Taxonomy and Discussion. Int. J. Imaging Syst. Technol. Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Nesrine Abroug, Mohamed Hedi Bedoui
2025	J	`jnl`	Novel Model of Medical CT Image Segmentation Based on GANs With Residual Neural Networks. Int. J. Imaging Syst. Technol. Amir Bouden, Ahmed Ghazi Blaiech, Asma Ben Abdallah, Mourad Said, Mohamed Hédi Bedoui
2025	J	`jnl`	Unified multimodal conditional framework for unsupervised anomaly detection. Int. J. Data Sci. Anal. Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Mohamed Hedi Bedoui
2024	C	`conf`	A Novel Hybrid Grid Search and Tree Parzen Estimator for Deep Learning Hyperparameters Optimization. AICCSA Souhir Khessiba, Ahmed Ghazi Blaiech, Asma Ben Abdallah, Antoine Manzanera, Khaled Ben Khalifa, Mohamed Hédi Bedoui
2024	J	`jnl`	A fast residual attention network for fine-grained unsupervised anomaly detection and localization. Appl. Soft Comput. Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Antoine Vacavant, Mohamed Hedi Bedoui
2024	—	`conf`	Advancing Cardiovascular Imaging: Deep Learning-Based Analysis of Blood Flow Displacement Vectors in Ultrasound Video Sequences. WorldCIST (1) Ouissal Kriker, Asma Ben Abdallah, Nidhal Bouchehda, Mohamed Hedi Bedoui
2024	—	`conf`	Automated Brain Lobe Segmentation and Feature Extraction from Multiple Sclerosis Lesions Using Deep Learning. VISIGRAPP (3): VISAPP Nada Haj Messaoud, Rim Ayari, Asma Ben Abdallah, Mohamed Hedi Bedoui
2024	J	`jnl`	Automatic and manual prediction of epileptic seizures based on ECG. Signal Image Video Process. Manef Ben Mbarek, Ines Assali, Salah Hamdi, Asma Ben Abdallah, Olivier David, Mouna Aissi, Marcel Carrère, Mohamed Hedi Bedoui
2024	J	`jnl`	CAS-GAN: A Novel Generative Adversarial Network-Based Architecture for Coronary Artery Segmentation. Int. J. Imaging Syst. Technol. Rawaa Hamdi, Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui
2024	—	`conf`	Deep Learning Brain MRI Segmentation and 3D Reconstruction: Evaluation of Hippocampal Atrophy in Mesial Temporal Lobe Epilepsy. WorldCIST (2) Aymen Chaouch, Nada Haj Messaoud, Asma Ben Abdallah, Jamal Saad, Laurent Payen, Badii Hmida, Mohamed Hedi Bedoui
2024	—	`conf`	Detection and Localization of Covid-19 on Chest Radiographs by Deep Learning Algorithms. ICCCI (CCIS Volume 1) Ahmed Balaazi, Najeh Nafti, Asma Ben Abdallah, Mohamed Hedi Bedoui
2024	C	`conf`	Revealing Dynamic EEG-ECG Connectivity in Temporal Lobe Epilepsy: Insights from Pre-Ictal and Inter-Ictal Periods. AICCSA Manef Ben Mbarek, Ines Assali, Salah Hamdi, Asma Ben Abdallah, Marcel Carrère, Mohamed Bedoui Hedi
2023	J	`jnl`	An innovative medical image synthesis based on dual GAN deep neural networks for improved segmentation quality. Appl. Intell. Ahmed Beji, Ahmed Ghazi Blaiech, Mourad Said, Asma Ben Abdallah, Mohamed Hédi Bedoui
2023	J	`jnl`	Automated segmentation of multiple sclerosis lesions based on convolutional neural networks. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Nada Haj Messaoud, Asma Mansour, Mouna Aissi, Rim Ayari, Mahbouba Frih, Asma Ben Abdallah, Mohamed Hedi Bedoui
2023	J	`jnl`	CNN-based classification of epileptic states for seizure prediction using combined temporal and spectral features. Biomed. Signal Process. Control. Ines Assali, Ahmed Ghazi Blaiech, Asma Ben Abdallah, Khaled Ben Khalifa, Marcel Carrère, Mohamed Hédi Bedoui
2023	C	`conf`	Deep Learning Architecture with an Optimized Convolutional Processing for the Segmentation of Retinal Blood Vessels. CoDIT Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hedi Bedoui
2023	C	`conf`	Hyperparameters Optimization of Deep Learning Models for Unsupervised Lung Cancer Detection. CW Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Mohamed Hedi Bedoui
2023	J	`jnl`	ICU Mortality Prediction Using Long Short-Term Memory Networks. CoRR Manel Mili, Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui
2023	C	`conf`	Improving Knee Osteoarthritis Classification with Markerless Pose Estimation and STGCN Model. MMSP Souhir Khessiba, Ahmed Ghazi Blaiech, Asma Ben Abdallah, Rim Grassa, Antoine Manzanera, Mohamed Hédi Bedoui
2023	B	`conf`	Retinal blood vessel segmentation from high resolution fundus image using deep learning architecture. ESANN Henda Boudegga, Yaroub Elloumi, Asma Ben Abdallah, Rostom Kachouri, Mohamed Hedi Bedoui
2023	C	`conf`	Revolutionizing Brain Cancer Diagnosis: Automated Prediction of MGMT Methylation Status using Histological Images. CW Manel Mili, Asma Ben Abdallah, Jose Javier Otero, Asma Kerkeni, Mohamed Hedi Bedoui
2022	C	`conf`	Automated Diagnosis of Retinal Neovascularization Pathologies from Color Retinal Fundus Images. CGI Rahma Boukadida, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hedi Bedoui
2022	J	`jnl`	Automated method for real-time AMD screening of fundus images dedicated for mobile devices. Medical Biol. Eng. Comput. Sofien Bensayadia, Yaroub Elloumi, Rostom Kachouri, Mohamed Akil, Asma Ben Abdallah, Mohamed Hedi Bedoui
2022	Misc	`conf`	Automatic evaluation of 3D volume infection rates: Application to the Covid-19 context. ATSIP Hanêne Ben-Abdallah, Asma Ben Abdallah, Asma Achour, Mabrouk AbdelAli, Asma Migaou, Mohamed Hédi Bedoui
2022	C	`conf`	Convolutional Neural Network Approach for Multiple Sclerosis Lesion Segmentation. IDEAL Nada Haj Messaoud, Asma Mansour, Rim Ayari, Asma Ben Abdallah, Mouna Aissi, Mahbouba Frih, Mohamed Hedi Bedoui
2022	J	`jnl`	Correction to: Innovative deep learning models for EEG-based vigilance detection. Neural Comput. Appl. Souhir Khessiba, Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hédi Bedoui
2022	Misc	`conf`	DL segmentation and 3D assessment of hippocampal atrophy in mesial temporal lobe epilepsy. ATSIP Aymen Chaouch, Asma Ben Abdallah, Rim Ayari, Mohamed Bedoui Hedi, Mouna Aissi
2022	—	`conf`	Extended U-net for Retinal Vessel Segmentation. ICCCI (CCIS Volume) Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hédi Bedoui
2022	—	`conf`	Fast Unsupervised Residual Attention GAN for COVID-19 Detection. ICCCI (CCIS Volume) Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Mohamed Hedi Bedoui
2022	—	`conf`	Hyperparameter Optimization of Deep Learning Models for EEG-Based Vigilance Detection. ICCCI (CCIS Volume) Souhir Khessiba, Ahmed Ghazi Blaiech, Antoine Manzanera, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hédi Bedoui
2022	C	`conf`	ICU Mortality Prediction Using Long Short-Term Memory Networks. IDEAL Manel Mili, Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui
2022	C	`conf`	Olive Tree Health Monitoring Approach Using Satellite Images and Based on Artificial Intelligence: Toward Automatic Olive Stress Detection Solution. IGARSS Achraf Makhloufi, Hana Abdelmoula, Asma Ben Abdallah, Abdelaziz Kallel
2022	Misc	`conf`	Olive tree and shadow instance segmentation based on Detectron2. ATSIP Asma Ben Abdallah, Abdelaziz Kallel, Mouna Dammak, Ahmed Ben Ali
2022	C	`conf`	Res-GAN: Residual Generative Adversarial Network for Coronary Artery Segmentation. IDEAL Rawaa Hamdi, Asma Kerkeni, Mohamed Hedi Bedoui, Asma Ben Abdallah
2021	B	`conf`	A Novel Deep Learning Model for COVID-19 Detection from Combined Heterogeneous X-ray and CT Chest Images. AIME Amir Bouden, Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hédi Bedoui
2021	C	`conf`	A Novel Deep Learning Model for Knee Cartilage 3D Segmentation. AICCSA Safa Mathlouthi, Ahmed Ghazi Blaiech, Mourad Said, Asma Ben Abdallah, Mohamed Hédi Bedoui
2021	B	`conf`	CAS-Net: A Novel Coronary Artery Segmentation Neural Network. ESANN Rawaa Hamdi, Asma Kerkeni, Mohamed Hédi Bedoui, Asma Ben Abdallah
2021	J	`jnl`	Fast and efficient retinal blood vessel segmentation method based on deep learning network. Comput. Medical Imaging Graph. Henda Boudegga, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui, Rostom Kachouri, Asma Ben Abdallah
2021	J	`jnl`	Innovative deep learning models for EEG-based vigilance detection. Neural Comput. Appl. Souhir Khessiba, Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hédi Bedoui
2021	—	`conf`	U-Shaped Densely Connected Convolutions for Left Ventricle Segmentation from CMR Images. CAIP (1) Khouloud Boukhris, Ramzi Mahmoudi, Asma Ben Abdallah, Mabrouk AbdelAli, Badii Hmida, Mohamed Hédi Bedoui
2020	J	`jnl`	A Spatiotemporal exploration and 3D modeling of blood flow in healthy carotid artery bifurcation from two modalities: Ultrasound-Doppler and phase contrast MRI. Comput. Biol. Medicine Arij Debbich, Asma Ben Abdallah, Mezri Maatouk, Badii Hmida, Monica Sigovan, Patrick Clarysse, Mohamed Hédi Bedoui
2019	—	`conf`	GOP encoding structure in H264/AVC for video transmission over Ultra Wide Band IEEE 802.15.3c. SmartNets Asma Ben Abdallah, Ali Dziri, Amin Zribi, Michel Terré, Fethi Tlili
2019	—	`conf`	H.264/AVC Video Transmission over UWB AV PHY IEEE 802.15.3c using UEP and Adaptive Modulation Techniques. CommNet Asma Ben Abdallah, Amin Zribi, Ali Dziri, Fethi Tlili, Michel Terré
2019	—	`conf`	Impact of Enhancement for Coronary Artery Segmentation Based on Deep Learning Neural Network. IbPRIA (2) Ahmed Ghazi Blaiech, Asma Mansour, Asma Kerkeni, Mohamed Hédi Bedoui, Asma Ben Abdallah
2018	J	`jnl`	A robust QRS complex detection using regular grammar and deterministic automata. Biomed. Signal Process. Control. Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
2018	C	`conf`	Novel Parameters for ECG Signal Analysis Irrespective of Patient's Age, Sex and Heart Rate. BIBE Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
2017	B	`conf`	Adaptive UWB AV PHY IEEE 802.15.3c for compressed SPIHT image transmission. IWCMC Asma Ben Abdallah, Amin Zribi, Ali Dziri, Fethi Tlili, Michel Terré
2017	C	`conf`	Blood Flow Modeling in a Healthy Carotid Artery Bifurcation: Simulations Against in Vivo Measurements. AICCSA Arij Debbich, Asma Ben Abdallah
2017	C	`conf`	Effect of Surface Re-Meshing on Hemodynamic Simulations Quality in Carotid Arteries. AICCSA Asma Ben Abdallah, Arij Debbich
2016	J	`jnl`	A coronary artery segmentation method based on multiscale analysis and region growing. Comput. Medical Imaging Graph. Asma Kerkeni, Asma Ben Abdallah, Antoine Manzanera, Mohamed Hedi Bedoui
2016	—	`conf`	Localisation of Epileptic Cerebral Activity Generators by 3D Spline Interpolation. BIOSIGNALS Ibtihel Nouira, Asma Ben Abdallah, Mohamed Hédi Bedoui, Mohamed Dogui
2016	J	`jnl`	Three-dimensional interpolation methods to spatiotemporal EEG mapping during various behavioral states. Signal Image Video Process. Ibtihel Nouira, Asma Ben Abdallah, Mohamed Hedi Bedoui
2016	B	`conf`	Ultra Wide Band Audio Visual PHY IEEE 802.15.3c for WMSNs. IWCMC Asma Ben Abdallah, Amin Zribi, Ali Dziri, Fethi Tlili, Michel Terré
2016	—	`conf`	Ultra wide band audio visual PHY IEEE 802.15.3c for SPIHT-compressed image transmission. ISIVC Asma Ben Abdallah, Amin Zribi, Ali Dziri, Fethi Tlili, Michel Terré
2015	—	`conf`	Detection and segmentation of microcalcifications in digital mammograms using multifractal analysis. IPTA Ines Slim Sahli, Hanen Akkari Bettaieb, Asma Ben Abdallah, Imen Bhouri, Mohamed Hedi Bedoui
2015	—	`conf`	Local deformation analysis of the heart left ventricle using SPHARM descriptors and modified hotelling T2 metric. TSP Rim Ayari, Asma Ben Abdallah, Faouzi Ghorbel, Mohamed Hedi Bedoui
2015	J	`jnl`	Spectral density variation mapping of cerebral waves by three-dimensional interpolation techniques. Int. J. Imaging Syst. Technol. Ibtihel Nouira, Asma Ben Abdallah, Siham Layouni, Mohamed Hedi Bedoui, Mohamed Dogui
2014	—	`conf`	EEG potential mapping by 3D interpolation methods. ICMCS Ibtihel Nouira, Asma Ben Abdallah, Mohamed Hedi Bedoui
2014	—	`conf`	Local deformation analysis in the heart left ventricle using the regional volume evolution. ICMCS Rim Ayari, Asma Ben Abdallah, Mohamed Hedi Bedoui, Faouzi Ghorbel
2014	J	`jnl`	Regional Curvature Analysis in the Left Ventricle of the Heart using Hotelling T2 Metric. J. Comput. Rim Ayari, Asma Ben Abdallah, Mohamed Hedi Bedoui, Faouzi Ghorbel
2014	—	`conf`	Scintigraphic image segmentation based on grammatical inference and spiral matrix. SoCPaR Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
2013	—	`conf`	Coronary Artery MultiScale Enhancement Methods: A Comparative Study. ICIAR Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui
2013	—	`conf`	Novel Technique for Image Segmentation Based on Grammar Parsing and Hilbert Transform. ICIAR Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
2010	J	`jnl`	A new uniform parameterization and invariant 3D spherical harmonic shape descriptors for shape analysis of the heart's left ventricle - A pilot study. Pattern Recognit. Lett. Asma Ben Abdallah, Faouzi Ghorbel, Kaouthar Chatti, H. Essabbah, Mohamed Hedi Bedoui
2008	—	`conf`	Three dimensional modeling of the left ventricle of the heart using spherical harmonic analysis. ISBI Wafa Bel Hadj Khelifa, Asma Ben Abdallah, Faouzi Ghorbel