Unconstrained Handwritten Arabic Text-lines Segmentation based on AR2U-Net. - Takwa Ben Aïcha Gader; Afef Kacem Echi (ICFHR, 2020)

Deep Learning-Based Segmentation of Connected Components in Arabic Handwritten Documents. - Takwa Ben Aïcha Gader; Afef Kacem Echi (ISPR, 2022)

Prostate Cancer Detection, Segmentation, and Classification using Deep Neural Networks. - Yahia Bouslimi; Takwa Ben Aïcha Gader; Afef Kacem Echi (ICPRAM, 2023)

Arabic Handwriting off-Line Recognition Using ConvLSTM-CTC. - Takwa Ben Aïcha Gader; Issam Chibani; Afef Kacem Echi (ICPRAM, 2023)

Deep Layout Analysis of Multi-lingual and Composite Documents. - Takwa Ben Aïcha Gader; Afef Kacem Echi (ISPR (1), 2023)

A transformer-based deep neural network for detection and classification of lung cancer via PET/CT images. - Khalil Barbouchi; Dhekra El Hamdi; Ines Elouedi; Takwa Ben Aïcha; Afef Kacem Echi; Ihsen Slim (Int. J. Imaging Syst. Technol., 2023)

Advanced Segmentation of Diabetic Retinopathy Lesions Using DeepLabv3+. - Meher Boulaabi; Takwa Ben Aïcha Gader; Afef Kacem Echi; Sameh Mbarek (AICCSA, 2024)

Hybrid CNN-Swin Transformer for Glaucoma Screening in Fundus Images. - Takwa Ben Aïcha Gader; Heni Lachouak; Safoine Touil; Afef Kacem Echi; Sameh Mbarek (AICCSA, 2024)

Extraction, segmentation et reconnaissance hors ligne de manuscrits arabes par apprentissage profond. (Offline Extraction, Segmentation, and Recognition of Arabic Manuscripts Using Deep Learning). - Takwa Ben Aïcha Gader (2024)

Enhancing DR Classification with Swin Transformer and Shifted Window Attention. - Meher Boulaabi; Takwa Ben Aïcha Gader; Afef Kacem Echi; Zied Bouraoui (AIME (2), 2025)