| 2025 | ICTAI | Exploring Experimental Approaches for Enhancing Alzheimer's Disease Prediction with MRI Data and Deep Learning. | Hadil Belanes, Mohamed Hamroun, Benot Crespin, Ryma Abassi |
| 2025 | IWCMC | A Transformer-Based Approach for Enhanced Depressive Emotion Detection from Facial Expressions. | Boutheina Ben Ismail, Mohamed Hamroun, Bassem Ben Salah, Hedi Sakli |
| 2025 | IWCMC | RAFID: A Hybrid ResNet50-ViT Framework for Arabic Sign Language Recognition in Healthcare. | Ibtihel Mansour, Mohamed Hamroun, Sonia Lajmi, Ryma Abassi |
| 2025 | KES | Depression Detection via Dual Audio Streams and Transformer Fusion. | Boutheina Ben Ismail, Wyssem Fathallah, Bassem Ben Salah, Mohamed Hamroun, Hedi Sakli |
| 2024 | IWCMC | Improving Response Prediction: Transformer Integration and Optimizer Evaluation. | Boutheina Ben Ismail, Mohamed Hamroun, Bassem Ben Salah, Hedi Sakli |
| 2023 | INISTA | Explainable CBMIR features extractor module to ease Thoracic aortic aneurysm retrieving preventing potential Acute Aortic Dissection. | Abdelbaki Souid, Soufiene Ben Othman, Mohamed Hamroun, Hedi Sakli, Mohamed Naceur Abdelkarim |
| 2023 | IWCMC | Full Interpretability CBMIR to Help Minimize Radiologist Analysis Search Time. | Abdelbaki Souid, Soufiene Ben Othman, Mohamed Hamroun, Hedi Sakli |
| 2020 | MOMM | Emotion recognition from speech using spectrograms and shallow neural networks. | Anwer Slimi, Mohamed Hamroun, Mounir Zrigui, Henri Nicolas |
| 2019 | AICCSA | Arabic Text-Based Video Indexing and Retrieval System Enhanced by Semantic Content and Relevance Feedback. | Mohamed Hamroun, Sonia Lajmi, Henri Nicolas, Ikram Amous |
| 2019 | IDEAS | VISEN: a video interactive retrieval engine based on semantic network in large video collections. | Mohamed Hamroun, Sonia Lajmi, Henri Nicolas, Ikram Amous |
| 2019 | MOMM | Large-Scale Semantic Concept Detection Based On Visual Contents. | Mohamed Hamroun, Sonia Lajmi, Henri Nicolas, Ikram Amous |
| 2018 | AICCSA | An Interactive Video Browsing With VINAS System. | Mohamed Hamroun, Sonia Lajmi, Henri Nicolas, Ikram Amous |
| 2016 | KES | Large Scale Microblogging Intentions Analysis with Pattern Based Approach. | Mohamed Hamroun, Mohamed Salah Gouider, Lamjed Ben Said |