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Journal Articles
- 2024
[j16]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: 112066 (2024)- [j15]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): 4175-4190 (2024) - 2023
- [j14]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): 3381-3397 (2023) - [j13]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: 104519 (2023) - [j12]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): 1359-1377 (2023) - 2022
- [j11]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): 1449-1479 (2022) - [j10]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): 819 (2022) - 2021
- [j9]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: 101902 (2021) - [j8]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): 6921-6937 (2021) - 2020
- [j7]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: 103644 (2020) - 2018
- [j6]Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui:
A robust QRS complex detection using regular grammar and deterministic automata. Biomed. Signal Process. Control. 40: 263-274 (2018) - 2016
- [j5]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: 49-61 (2016) - [j4]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): 943-949 (2016) - 2015
- [j3]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): 191-198 (2015) - 2014
- [j2]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): 1572-1576 (2014) - 2010
- [j1]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): 1981-1990 (2010)
Conference and Workshop Papers
- 2024
- [c42]Ahmed Balaazi, Najeh Nafti, Asma Ben Abdallah, Mohamed Hedi Bedoui:
Detection and Localization of Covid-19 on Chest Radiographs by Deep Learning Algorithms. ICCCI (CCIS Volume 1) 2024: 106-118 - [c41]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: 532-540 - [c40]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: 115-125 - [c39]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: 243-253 - 2023
- [c38]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: 2451-2456 - [c37]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: 149-156 - [c36]Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Mohamed Hedi Bedoui:
Hyperparameters Optimization of Deep Learning Models for Unsupervised Lung Cancer Detection. CW 2023: 260-263 - [c35]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 - [c34]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: 1-7 - 2022
- [c33]Asma Ben Abdallah, Abdelaziz Kallel, Mouna Dammak, Ahmed Ben Ali:
Olive tree and shadow instance segmentation based on Detectron2. ATSIP 2022: 1-5 - [c32]Aymen Chaouch, 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: 1-6 - [c31]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: 1-5 - [c30]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: 451-462 - [c29]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: 200-210 - [c28]Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Mohamed Hedi Bedoui:
Fast Unsupervised Residual Attention GAN for COVID-19 Detection. ICCCI (CCIS Volume) 2022: 360-372 - [c27]Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hédi Bedoui:
Extended U-net for Retinal Vessel Segmentation. ICCCI (CCIS Volume) 2022: 564-576 - [c26]Manel Mili, Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui:
ICU Mortality Prediction Using Long Short-Term Memory Networks. IDEAL 2022: 242-251 - [c25]Rawaa Hamdi, Asma Kerkeni, Mohamed Hedi Bedoui, Asma Ben Abdallah:
Res-GAN: Residual Generative Adversarial Network for Coronary Artery Segmentation. IDEAL 2022: 391-398 - [c24]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: 540-548 - [c23]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: 7839-7842 - 2021
- [c22]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: 1-7 - [c21]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: 378-383 - [c20]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: 145-153 - [c19]Rawaa Hamdi, Asma Kerkeni, Mohamed Hédi Bedoui, Asma Ben Abdallah:
CAS-Net: A Novel Coronary Artery Segmentation Neural Network. ESANN 2021 - 2019
- [c18]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: 1-6 - [c17]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: 260-272 - [c16]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: 1-4 - 2018
- [c15]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: 255-258 - 2017
- [c14]Arij Debbich, Asma Ben Abdallah:
Blood Flow Modeling in a Healthy Carotid Artery Bifurcation: Simulations Against in Vivo Measurements. AICCSA 2017: 69-70 - [c13]Asma Ben Abdallah, Arij Debbich:
Effect of Surface Re-Meshing on Hemodynamic Simulations Quality in Carotid Arteries. AICCSA 2017: 334-341 - [c12]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: 1818-1823 - 2016
- [c11]Ibtihel Nouira, Asma Ben Abdallah, Mohamed Hédi Bedoui, Mohamed Dogui:
Localisation of Epileptic Cerebral Activity Generators by 3D Spline Interpolation. BIOSIGNALS 2016: 340-345 - [c10]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: 59-64 - [c9]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: 1111-1116 - 2015
- [c8]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: 180-184 - [c7]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: 1-4 - 2014
- [c6]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: 48-51 - [c5]Ibtihel Nouira, Asma Ben Abdallah, Mohamed Hedi Bedoui:
EEG potential mapping by 3D interpolation methods. ICMCS 2014: 469-474 - [c4]Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui:
Scintigraphic image segmentation based on grammatical inference and spiral matrix. SoCPaR 2014: 186-190 - 2013
- [c3]Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui:
Novel Technique for Image Segmentation Based on Grammar Parsing and Hilbert Transform. ICIAR 2013: 346-353 - [c2]Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui:
Coronary Artery MultiScale Enhancement Methods: A Comparative Study. ICIAR 2013: 510-520 - 2008
- [c1]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: 1275-1278
Informal and Other Publications
- 2023
- [i1]Manel Mili, Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui:
ICU Mortality Prediction Using Long Short-Term Memory Networks. CoRR abs/2308.12800 (2023)
Coauthor Index
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last updated on 2024-10-16 20:29 CEST by the dblp team
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