| 2025 | AIME | Enhancing DR Classification with Swin Transformer and Shifted Window Attention. | Meher Boulaabi, Takwa Ben Acha Gader, Afef Kacem Echi, Zied Bouraoui |
| 2024 | AICCSA | Advanced Segmentation of Diabetic Retinopathy Lesions Using DeepLabv3+. | Meher Boulaabi, Takwa Ben Acha Gader, Afef Kacem Echi, Sameh Mbarek |
| 2024 | AICCSA | Hybrid CNN-Swin Transformer for Glaucoma Screening in Fundus Images. | Takwa Ben Acha Gader, Heni Lachouak, Safoine Touil, Afef Kacem Echi, Sameh Mbarek |
| 2023 | ICPRAM | Prostate Cancer Detection, Segmentation, and Classification using Deep Neural Networks. | Yahia Bouslimi, Takwa Ben Acha Gader, Afef Kacem Echi |
| 2023 | ICPRAM | Arabic Handwriting off-Line Recognition Using ConvLSTM-CTC. | Takwa Ben Acha Gader, Issam Chibani, Afef Kacem Echi |
| 2023 | ISPR | Deep Layout Analysis of Multi-lingual and Composite Documents. | Takwa Ben Acha Gader, Afef Kacem Echi |
| 2022 | ISPR | Deep Learning-Based Segmentation of Connected Components in Arabic Handwritten Documents. | Takwa Ben Acha Gader, Afef Kacem Echi |
| 2020 | ICFHR | Unconstrained Handwritten Arabic Text-lines Segmentation based on AR2U-Net. | Takwa Ben Acha Gader, Afef Kacem Echi |