| 2026 | ICAART | Optimized Deep Learning Multimodal Medical Images Registration: Validation on MRI/PET. | Aymen Chaouch, Nada Haj Messaoud, Asma Ben Abdallah, Mohamed Hedi Bedoui |
| 2026 | ICAART | DL-Based Lesion Segmentation and Novel Biomarkers for Early EDSS Prediction in Multiple Sclerosis. | Nada Haj Messaoud, Aymen Chaouch, Asma Ben Abdallah, Mohamed Hedi Bedoui |
| 2026 | ICAART | Quantitatively Audited Multi-View XAI for Medical Image Classification: Application to MGMT Promoter Methylation. | Manel Mili, Abderrahman Ben Abdeljelil, Antoine Manzanera, Asma Ben Abdallah, Jose Javier Otero, Mohamed Hedi Bedoui |
| 2024 | AICCSA | A Novel Hybrid Grid Search and Tree Parzen Estimator for Deep Learning Hyperparameters Optimization. | Souhir Khessiba, Ahmed Ghazi Blaiech, Asma Ben Abdallah, Antoine Manzanera, Khaled Ben Khalifa, Mohamed Hdi Bedoui |
| 2024 | AICCSA | Revealing Dynamic EEG-ECG Connectivity in Temporal Lobe Epilepsy: Insights from Pre-Ictal and Inter-Ictal Periods. | Manef Ben Mbarek, Ines Assali, Salah Hamdi, Asma Ben Abdallah, Marcel Carrre, Mohamed Bedoui Hedi |
| 2024 | ICCCI | Detection and Localization of Covid-19 on Chest Radiographs by Deep Learning Algorithms. | Ahmed Balaazi, Najeh Nafti, Asma Ben Abdallah, Mohamed Hedi Bedoui |
| 2024 | WorldCIST | Deep Learning Brain MRI Segmentation and 3D Reconstruction: Evaluation of Hippocampal Atrophy in Mesial Temporal Lobe Epilepsy. | Aymen Chaouch, Nada Haj Messaoud, Asma Ben Abdallah, Jamal Saad, Laurent Payen, Badii Hmida, Mohamed Hedi Bedoui |
| 2024 | WorldCIST | Advancing Cardiovascular Imaging: Deep Learning-Based Analysis of Blood Flow Displacement Vectors in Ultrasound Video Sequences. | Ouissal Kriker, Asma Ben Abdallah, Nidhal Bouchehda, Mohamed Hedi Bedoui |
| 2024 | VISIGRAPP | Automated Brain Lobe Segmentation and Feature Extraction from Multiple Sclerosis Lesions Using Deep Learning. | Nada Haj Messaoud, Rim Ayari, Asma Ben Abdallah, Mohamed Hedi Bedoui |
| 2023 | CoDIT | Deep Learning Architecture with an Optimized Convolutional Processing for the Segmentation of Retinal Blood Vessels. | Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hedi Bedoui |
| 2023 | CW | Revolutionizing Brain Cancer Diagnosis: Automated Prediction of MGMT Methylation Status using Histological Images. | Manel Mili, Asma Ben Abdallah, Jose Javier Otero, Asma Kerkeni, Mohamed Hedi Bedoui |
| 2023 | CW | Hyperparameters Optimization of Deep Learning Models for Unsupervised Lung Cancer Detection. | Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Mohamed Hedi Bedoui |
| 2023 | ESANN | Retinal blood vessel segmentation from high resolution fundus image using deep learning architecture. | Henda Boudegga, Yaroub Elloumi, Asma Ben Abdallah, Rostom Kachouri, Mohamed Hedi Bedoui |
| 2023 | MMSP | Improving Knee Osteoarthritis Classification with Markerless Pose Estimation and STGCN Model. | Souhir Khessiba, Ahmed Ghazi Blaiech, Asma Ben Abdallah, Rim Grassa, Antoine Manzanera, Mohamed Hdi Bedoui |
| 2022 | ATSIP | Olive tree and shadow instance segmentation based on Detectron2. | Asma Ben Abdallah, Abdelaziz Kallel, Mouna Dammak, Ahmed Ben Ali |
| 2022 | ATSIP | DL segmentation and 3D assessment of hippocampal atrophy in mesial temporal lobe epilepsy. | Aymen Chaouch, Asma Ben Abdallah, Rim Ayari, Mohamed Bedoui Hedi, Mouna Aissi |
| 2022 | ATSIP | Automatic evaluation of 3D volume infection rates: Application to the Covid-19 context. | Hanne Ben-Abdallah, Asma Ben Abdallah, Asma Achour, Mabrouk AbdelAli, Asma Migaou, Mohamed Hdi Bedoui |
| 2022 | CGI | Automated Diagnosis of Retinal Neovascularization Pathologies from Color Retinal Fundus Images. | Rahma Boukadida, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hedi Bedoui |
| 2022 | ICCCI | Extended U-net for Retinal Vessel Segmentation. | Henda Boudegga, Yaroub Elloumi, Rostom Kachouri, Asma Ben Abdallah, Mohamed Hdi Bedoui |
| 2022 | ICCCI | Hyperparameter Optimization of Deep Learning Models for EEG-Based Vigilance Detection. | Souhir Khessiba, Ahmed Ghazi Blaiech, Antoine Manzanera, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hdi Bedoui |
| 2022 | ICCCI | Fast Unsupervised Residual Attention GAN for COVID-19 Detection. | Najeh Nafti, Olfa Besbes, Asma Ben Abdallah, Mohamed Hedi Bedoui |
| 2022 | IDEAL | Res-GAN: Residual Generative Adversarial Network for Coronary Artery Segmentation. | Rawaa Hamdi, Asma Kerkeni, Mohamed Hedi Bedoui, Asma Ben Abdallah |
| 2022 | IDEAL | Convolutional Neural Network Approach for Multiple Sclerosis Lesion Segmentation. | Nada Haj Messaoud, Asma Mansour, Rim Ayari, Asma Ben Abdallah, Mouna Aissi, Mahbouba Frih, Mohamed Hedi Bedoui |
| 2022 | IDEAL | ICU Mortality Prediction Using Long Short-Term Memory Networks. | Manel Mili, Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui |
| 2022 | IGARSS | Olive Tree Health Monitoring Approach Using Satellite Images and Based on Artificial Intelligence: Toward Automatic Olive Stress Detection Solution. | Achraf Makhloufi, Hana Abdelmoula, Asma Ben Abdallah, Abdelaziz Kallel |
| 2021 | AICCSA | A Novel Deep Learning Model for Knee Cartilage 3D Segmentation. | Safa Mathlouthi, Ahmed Ghazi Blaiech, Mourad Said, Asma Ben Abdallah, Mohamed Hdi Bedoui |
| 2021 | AIME | A Novel Deep Learning Model for COVID-19 Detection from Combined Heterogeneous X-ray and CT Chest Images. | Amir Bouden, Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hdi Bedoui |
| 2021 | CAIP | U-Shaped Densely Connected Convolutions for Left Ventricle Segmentation from CMR Images. | Khouloud Boukhris, Ramzi Mahmoudi, Asma Ben Abdallah, Mabrouk AbdelAli, Badii Hmida, Mohamed Hdi Bedoui |
| 2021 | ESANN | CAS-Net: A Novel Coronary Artery Segmentation Neural Network. | Rawaa Hamdi, Asma Kerkeni, Mohamed Hdi Bedoui, Asma Ben Abdallah |
| 2019 | IBPRIA | Impact of Enhancement for Coronary Artery Segmentation Based on Deep Learning Neural Network. | Ahmed Ghazi Blaiech, Asma Mansour, Asma Kerkeni, Mohamed Hdi Bedoui, Asma Ben Abdallah |
| 2018 | BIBE | Novel Parameters for ECG Signal Analysis Irrespective of Patient's Age, Sex and Heart Rate. | Salah Hamdi, Asma Ben Abdallah, Mohamed Hedi Bedoui |
| 2017 | AICCSA | Effect of Surface Re-Meshing on Hemodynamic Simulations Quality in Carotid Arteries. | Asma Ben Abdallah, Arij Debbich |
| 2017 | AICCSA | Blood Flow Modeling in a Healthy Carotid Artery Bifurcation: Simulations Against in Vivo Measurements. | Arij Debbich, Asma Ben Abdallah |
| 2017 | IWCMC | Adaptive UWB AV PHY IEEE 802.15.3c for compressed SPIHT image transmission. | Asma Ben Abdallah, Amin Zribi, Ali Dziri, Fethi Tlili, Michel Terr |
| 2016 | IWCMC | Ultra Wide Band Audio Visual PHY IEEE 802.15.3c for WMSNs. | Asma Ben Abdallah, Amin Zribi, Ali Dziri, Fethi Tlili, Michel Terr |