Asma Ben Abdallah

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 47

Top Topics

Interpolation Method

Coronary Artery

Multiple Sclerosis

Top Venues

ICCCI (CCIS Volume)

Publications

Aymen Chaouch, Nada Haj Messaoud, Asma Ben Abdallah, Jamal Saad, Laurent Payen, Badii Hmida, Mohamed Hedi Bedoui
Deep Learning Brain MRI Segmentation and 3D Reconstruction: Evaluation of Hippocampal Atrophy in Mesial Temporal Lobe Epilepsy. WorldCIST (2) (2024)
Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Antoine Vacavant, Mohamed Hedi Bedoui
A fast residual attention network for fine-grained unsupervised anomaly detection and localization. Appl. Soft Comput. 165 (2024)
Nada Haj Messaoud, Rim Ayari, Asma Ben Abdallah, Mohamed Hedi Bedoui
Automated Brain Lobe Segmentation and Feature Extraction from Multiple Sclerosis Lesions Using Deep Learning. VISIGRAPP (3): VISAPP (2024)
Ouissal Kriker, Asma Ben Abdallah, Nidhal Bouchehda, Mohamed Hedi Bedoui
Advancing Cardiovascular Imaging: Deep Learning-Based Analysis of Blood Flow Displacement Vectors in Ultrasound Video Sequences. WorldCIST (1) (2024)
Manef Ben Mbarek, Ines Assali, Salah Hamdi, Asma Ben Abdallah, Olivier David, Mouna Aissi, Marcel Carrère, Mohamed Hedi Bedoui
Automatic and manual prediction of epileptic seizures based on ECG. Signal Image Video Process. 18 (5) (2024)
Manel Mili, Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui
ICU Mortality Prediction Using Long Short-Term Memory Networks. CoRR (2023)
Manel Mili, Asma Ben Abdallah, Jose Javier Otero, Asma Kerkeni, Mohamed Hedi Bedoui
Revolutionizing Brain Cancer Diagnosis: Automated Prediction of MGMT Methylation Status using Histological Images. CW (2023)
Souhir Khessiba, Ahmed Ghazi Blaiech, Asma Ben Abdallah, Rim Grassa, Antoine Manzanera, Mohamed Hédi Bedoui
Improving Knee Osteoarthritis Classification with Markerless Pose Estimation and STGCN Model. MMSP (2023)
Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Mohamed Hedi Bedoui
Hyperparameters Optimization of Deep Learning Models for Unsupervised Lung Cancer Detection. CW (2023)
Ines Assali, Ahmed Ghazi Blaiech, Asma Ben Abdallah, Khaled Ben Khalifa, Marcel Carrère, Mohamed Hédi Bedoui
CNN-based classification of epileptic states for seizure prediction using combined temporal and spectral features. Biomed. Signal Process. Control. 82 (2023)
Henda Boudegga, Yaroub Elloumi, Asma Ben Abdallah, Rostom Kachouri, Mouhamed Hédi Bedoui
Retinal blood vessel segmentation from high resolution fundus image using deep learning architecture. ESANN (2023)
Ahmed Beji, Ahmed Ghazi Blaiech, Mourad Said, Asma Ben Abdallah, Mohamed Hédi Bedoui
An innovative medical image synthesis based on dual GAN deep neural networks for improved segmentation quality. Appl. Intell. 53 (3) (2023)
Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hedi Bedoui
Deep Learning Architecture with an Optimized Convolutional Processing for the Segmentation of Retinal Blood Vessels. CoDIT (2023)
Nada Haj Messaoud, Asma Mansour, Mouna Aissi, Rim Ayari, Mahbouba Frih, Asma Ben Abdallah, Mohamed Hedi Bedoui
Automated segmentation of multiple sclerosis lesions based on convolutional neural networks. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (4) (2023)
Souhir Khessiba, Ahmed Ghazi Blaiech, Antoine Manzanera, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hédi Bedoui
Hyperparameter Optimization of Deep Learning Models for EEG-Based Vigilance Detection. ICCCI (CCIS Volume) (2022)
Manel Mili, Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui
ICU Mortality Prediction Using Long Short-Term Memory Networks. IDEAL (2022)
Hanêne Ben-Abdallah, Asma Ben Abdallah, Asma Achour, Mabrouk AbdelAli, Asma Migaou, Mohamed Hédi Bedoui
Automatic evaluation of 3D volume infection rates: Application to the Covid-19 context. ATSIP (2022)
Chaouch Aymen, Asma Ben Abdallah, Rim Ayari, Mohamed Bedoui Hedi, Mouna Aissi
DL segmentation and 3D assessment of hippocampal atrophy in mesial temporal lobe epilepsy. ATSIP (2022)
Sofien Bensayadia, Yaroub Elloumi, Rostom Kachouri, Mohamed Akil, Asma Ben Abdallah, Mohamed Hedi Bedoui
Automated method for real-time AMD screening of fundus images dedicated for mobile devices. Medical Biol. Eng. Comput. 60 (5) (2022)
Nada Haj Messaoud, Asma Mansour, Rim Ayari, Asma Ben Abdallah, Mouna Aissi, Mahbouba Frih, Mohamed Hedi Bedoui
Convolutional Neural Network Approach for Multiple Sclerosis Lesion Segmentation. IDEAL (2022)
Rawaa Hamdi, Asma Kerkeni, Mohamed Hedi Bedoui, Asma Ben Abdallah
Res-GAN: Residual Generative Adversarial Network for Coronary Artery Segmentation. IDEAL (2022)
Rahma Boukadida, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hedi Bedoui
Automated Diagnosis of Retinal Neovascularization Pathologies from Color Retinal Fundus Images. CGI (2022)
Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Mohamed Hedi Bedoui
Fast Unsupervised Residual Attention GAN for COVID-19 Detection. ICCCI (CCIS Volume) (2022)
Souhir Khessiba, Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hédi Bedoui
Correction to: Innovative deep learning models for EEG-based vigilance detection. Neural Comput. Appl. 34 (1) (2022)
Asma Ben Abdallah, Abdelaziz Kallel, Mouna Dammak, Ahmed Ben Ali
Olive tree and shadow instance segmentation based on Detectron2. ATSIP (2022)
Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hédi Bedoui
Extended U-net for Retinal Vessel Segmentation. ICCCI (CCIS Volume) (2022)
Achraf Makhloufi, Hana Abdelmoula, Asma Ben Abdallah, Abdelaziz Kallel
Olive Tree Health Monitoring Approach Using Satellite Images and Based on Artificial Intelligence: Toward Automatic Olive Stress Detection Solution. IGARSS (2022)
Rawaa Hamdi, Asma Kerkeni, Mouhamed Hédi Bedoui, Asma Ben Abdallah
CAS-Net: A Novel Coronary Artery Segmentation Neural Network. ESANN (2021)
Souhir Khessiba, Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hédi Bedoui
Innovative deep learning models for EEG-based vigilance detection. Neural Comput. Appl. 33 (12) (2021)
Safa Mathlouthi, Ahmed Ghazi Blaiech, Mourad Said, Asma Ben Abdallah, Mohamed Hédi Bedoui
A Novel Deep Learning Model for Knee Cartilage 3D Segmentation. AICCSA (2021)
Amir Bouden, Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hédi Bedoui
A Novel Deep Learning Model for COVID-19 Detection from Combined Heterogeneous X-ray and CT Chest Images. AIME (2021)
Khouloud Boukhris, Ramzi Mahmoudi, Asma Ben Abdallah, Mabrouk AbdelAli, Badii Hmida, Mohamed Hédi Bedoui
U-Shaped Densely Connected Convolutions for Left Ventricle Segmentation from CMR Images. CAIP (1) (2021)
Henda Boudegga, Yaroub Elloumi, Mohamed Akil, Mohamed Hedi Bedoui, Rostom Kachouri, Asma Ben Abdallah
Fast and efficient retinal blood vessel segmentation method based on deep learning network. Comput. Medical Imaging Graph. 90 (2021)
Arij Debbich, Asma Ben Abdallah, Mezri Maatouk, Badii Hmida, Monica Sigovan, Patrick Clarysse, Mohamed Hédi Bedoui
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 118 (2020)
Asma Ben Abdallah, Ali Dziri, Amin Zribi, Michel Terré, Fethi Tlili
GOP encoding structure in H264/AVC for video transmission over Ultra Wide Band IEEE 802.15.3c. SmartNets (2019)
Ahmed Ghazi Blaiech, Asma Mansour, Asma Kerkeni, Mohamed Hédi Bedoui, Asma Ben Abdallah
Impact of Enhancement for Coronary Artery Segmentation Based on Deep Learning Neural Network. IbPRIA (2) (2019)
Asma Ben Abdallah, Amin Zribi, Ali Dziri, Fethi Tlili, Michel Terré
H.264/AVC Video Transmission over UWB AV PHY IEEE 802.15.3c using UEP and Adaptive Modulation Techniques. CommNet (2019)
Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
A robust QRS complex detection using regular grammar and deterministic automata. Biomed. Signal Process. Control. 40 (2018)
Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
Novel Parameters for ECG Signal Analysis Irrespective of Patient's Age, Sex and Heart Rate. BIBE (2018)
Asma Ben Abdallah, Amin Zribi, Ali Dziri, Fethi Tlili, Michel Terré
Adaptive UWB AV PHY IEEE 802.15.3c for compressed SPIHT image transmission. IWCMC (2017)
Arij Debbich, Asma Ben Abdallah
Blood Flow Modeling in a Healthy Carotid Artery Bifurcation: Simulations Against in Vivo Measurements. AICCSA (2017)
Asma Ben Abdallah, Arij Debbich
Effect of Surface Re-Meshing on Hemodynamic Simulations Quality in Carotid Arteries. AICCSA (2017)
Asma Kerkeni, Asma Ben Abdallah, Antoine Manzanera, Mohamed Hedi Bedoui
A coronary artery segmentation method based on multiscale analysis and region growing. Comput. Medical Imaging Graph. 48 (2016)
Ibtihel Nouira, Asma Ben Abdallah, Mohamed Hedi Bedoui
Three-dimensional interpolation methods to spatiotemporal EEG mapping during various behavioral states. Signal Image Video Process. 10 (5) (2016)
Ibtihel Nouira, Asma Ben Abdallah, Mohamed Hédi Bedoui, Mohamed Dogui
Localisation of Epileptic Cerebral Activity Generators by 3D Spline Interpolation. BIOSIGNALS (2016)
Asma Ben Abdallah, Amin Zribi, Ali Dziri, Fethi Tlili, Michel Terré
Ultra Wide Band Audio Visual PHY IEEE 802.15.3c for WMSNs. IWCMC (2016)
Asma Ben Abdallah, Amin Zribi, Ali Dziri, Fethi Tlili, Michel Terré
Ultra wide band audio visual PHY IEEE 802.15.3c for SPIHT-compressed image transmission. ISIVC (2016)
Ines Slim Sahli, Hanen Akkari Bettaieb, Asma Ben Abdallah, Imen Bhouri, Mohamed Hedi Bedoui
Detection and segmentation of microcalcifications in digital mammograms using multifractal analysis. IPTA (2015)
Ibtihel Nouira, Asma Ben Abdallah, Siham Layouni, Mohamed Hedi Bedoui, Mohamed Dogui
Spectral density variation mapping of cerebral waves by three-dimensional interpolation techniques. Int. J. Imaging Syst. Technol. 25 (3) (2015)
Rim Ayari, Asma Ben Abdallah, Faouzi Ghorbel, Mohamed Hedi Bedoui
Local deformation analysis of the heart left ventricle using SPHARM descriptors and modified hotelling T2 metric. TSP (2015)
Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
Scintigraphic image segmentation based on grammatical inference and spiral matrix. SoCPaR (2014)
Rim Ayari, Asma Ben Abdallah, Mohamed Hedi Bedoui, Faouzi Ghorbel
Local deformation analysis in the heart left ventricle using the regional volume evolution. ICMCS (2014)
Ibtihel Nouira, Asma Ben Abdallah, Mohamed Hedi Bedoui
EEG potential mapping by 3D interpolation methods. ICMCS (2014)
Rim Ayari, Asma Ben Abdallah, Mohamed Hedi Bedoui, Faouzi Ghorbel
Regional Curvature Analysis in the Left Ventricle of the Heart using Hotelling T2 Metric. J. Comput. 9 (7) (2014)
Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui
Novel Technique for Image Segmentation Based on Grammar Parsing and Hilbert Transform. ICIAR (2013)
Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui
Coronary Artery MultiScale Enhancement Methods: A Comparative Study. ICIAR (2013)
Asma Ben Abdallah, Faouzi Ghorbel, K. Chatti, H. Essabbah, Mohamed Hedi Bedoui
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. 31 (13) (2010)
Wafa Bel Hadj Khelifa, Asma Ben Abdallah, Faouzi Ghorbel
Three dimensional modeling of the left ventricle of the heart using spherical harmonic analysis. ISBI (2008)