| 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 |
| 2024 | ATSIP | Deep Learning for Diabetic Retinopathy Early Detection and Severity Grading. | Dhia ElHak Bouslimi, Yahia Bouslimi, Afef Kacem Echi, Leila Ben Ayed |
| 2024 | ISPR | Diabetic Retinopathy Grade Assessment Using ResNetRS. | Yahia Bouslimi, Dhia ElHak Bouslimi, Afef Kacem Echi, Leila Ben Ayed |
| 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 | Off-Line Handwritten Math Formula Layout Analysis by ConvGNN. | Kawther Khazri Ayeb, 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 |
| 2019 | ICDAR | On the Use of Attention Mechanism in a Seq2Seq Based Approach for Off-Line Handwritten Digit String Recognition. | Thibault Lupinski, Abdel Belad, Afef Kacem Echi |
| 2019 | ICDAR | Arabic Handwritten Documents Segmentation into Text-Lines and Words using Deep Learning. | Chemseddine Neche, Abdel Belad, Afef Kacem Echi |
| 2018 | CIARP | Math Formula Script and Type Identification and Recognition. | Kawther Khazri Ayeb, Afef Kacem Echi |
| 2016 | ICFHR | Localization of Touching Letters in Arabic Handwritten Documents. | Nabil Aouadi, Afef Kacem Echi, Abdel Belad |
| 2016 | ICFHR | A System for Off-Line Arabic Handwritten Word Recognition Based on Bayesian Approach. | Akram Khemiri, Afef Kacem Echi, Abdel Belad, Mourad Elloumi |
| 2015 | ICDAR | A recognition based approach for segmenting touching components in Arabic manuscripts. | Nabil Aouadi, Afef Kacem Echi, Abdel Belad |
| 2015 | ICDAR | A syntax directed system for the recognition of printed Arabic mathematical formulas. | Kaouther Khazri Ayeb, Afef Kacem Echi, Abdel Belad |
| 2015 | ICDAR | Arabic handwritten words off-line recognition based on HMMs and DBNs. | Akram Khemiri, Afef Kacem Echi, Abdel Belad, Mourad Elloumi |
| 2013 | ICDAR | Identification of Machine-Printed and Handwritten Words in Arabic and Latin Scripts. | Asma Sadani, Afef Kacem Echi, Abdel Belad |