Takwa Ben Aïcha Gader

According to our database, Takwa Ben Aïcha Gader authored at least 10 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Enhancing DR Classification with Swin Transformer and Shifted Window Attention.

Meher Boulaabi, Takwa Ben Aïcha Gader, Afef Kacem Echi, Zied Bouraoui

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

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

PhD thesis, 2024

Hybrid CNN-Swin Transformer for Glaucoma Screening in Fundus Images.

Takwa Ben Aïcha Gader, Heni Lachouak, Safoine Touil, Afef Kacem Echi, Sameh Mbarek

Proceedings of the 21st IEEE/ACS International Conference on Computer Systems and Applications, 2024

Advanced Segmentation of Diabetic Retinopathy Lesions Using DeepLabv3+.

Meher Boulaabi, Takwa Ben Aïcha Gader, Afef Kacem Echi, Sameh Mbarek

Proceedings of the 21st IEEE/ACS International Conference on Computer Systems and Applications, 2024

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., July, 2023

Deep Layout Analysis of Multi-lingual and Composite Documents.

Takwa Ben Aïcha Gader, Afef Kacem Echi

Proceedings of the Intelligent Systems and Pattern Recognition, 2023

Arabic Handwriting off-Line Recognition Using ConvLSTM-CTC.

Takwa Ben Aïcha Gader, Issam Chibani, Afef Kacem Echi

Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

Prostate Cancer Detection, Segmentation, and Classification using Deep Neural Networks.

Yahia Bouslimi, Takwa Ben Aïcha Gader, Afef Kacem Echi

Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

2022

Deep Learning-Based Segmentation of Connected Components in Arabic Handwritten Documents.

Takwa Ben Aïcha Gader, Afef Kacem Echi

Proceedings of the Intelligent Systems and Pattern Recognition, 2022

2020

Unconstrained Handwritten Arabic Text-lines Segmentation based on AR2U-Net.

Takwa Ben Aïcha Gader, Afef Kacem Echi

Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020