| 2025 | ICIP | Enhancing Medical Vision-Language Models with Rich Textual Descriptions and Multiple Alignments for Chest X-Ray Diagnosis. | Youssef Ibrahim, Anabia Sohail, Sajid Javed, Hasan Almarzouqi, Mohamed Deriche, Naoufel Werghi |
| 2024 | AICCSA | Cardiac Segmentation: A Comparative Study Between 3D UNet and 2D UNet performances. | Amira Fayouka, Narjes Benameur, Ramzi Mahmoudi, Imene Masmoudi, Mohamed Deriche |
| 2024 | ICIP | CLIFS: Clip-Driven Few-Shot Learning for Baggage Threat Classification. | Abdelfatah Hassan Ahmed, Divya Velayudhan, Mahmoud Elmezain, Muaz Al Radi, Abderrahmene Boudiaf, Taimur Hassan, Mohamed Deriche, Mohammed Bennamoun, Naoufel Werghi |
| 2024 | ICIP | Are Objective Explanatory Evaluation Metrics Trustworthy? An Adversarial Analysis. | Prithwijit Chowdhury, Mohit Prabhushankar, Ghassan AlRegib, Mohamed Deriche |
| 2024 | ICIP | A Fusion-Based Approach for Blind Contrast-Enhanced Image Ranking. | Wael Suliman, Mohamed Deriche, Naoufel Werghi, Azeddine Beghdadi |
| 2020 | ICIP | Multiple Events Detection In Seismic Structures Using A Novel U-Net Variant. | Mustafa Alfarhan, Mohamed Deriche, Ahmed Maalej, Ghassan AlRegib, Hasan Al-Marzouqi |
| 2020 | ICIP | Self-Supervised Annotation of Seismic Images Using Latent Space Factorization. | Oluwaseun Joseph Aribido, Ghassan AlRegib, Mohamed Deriche |
| 1991 | ICASSP | Maximum likelihood estimation of the fractal dimensions of stochastic fractals and Cramer-Rao bounds. | Ahmed H. Tewfik, Mohamed Deriche |