| 2026 | ICAART | Enhanced Multi-Class Ultrasound Thyroid Nodule Classification Using CBAM-ResNet50 with Multi-Scale Feature Extraction and DCGAN-Based Data Augmentation. | Noura Aboudi, Nawres Khlifa |
| 2026 | ICAART | ViRA-Thyroid: Multimodal Vision-to-Reasoning Augmentation for Interpretable Thyroid Nodule Diagnosis. | Noura Aboudi, Nawres Khlifa |
| 2025 | AICCSA | A Multi-Task Convolutional Neural Network for Gaze Estimation: A From-Scratch Approach. | Rawdha Karmi, Ines Rahmany, Nawres Khlifa |
| 2025 | AICCSA | Advanced Deep Learning Techniques for Evaluating OCT Image Quality and Detecting Retinal Pathologies. | Arij Mlaouhi, Zainab Haddad, Hsouna Zgolli, Hedi Tabia, Dsir Sidib, Nawres Khlifa |
| 2025 | ICAART | A Deep Learning Approach for Predicting the Response to Anti-VEGF Treatment in Diabetic Macular Edema Patients Using Optical Coherence Tomography Images. | Karima Garraoui, Ines Rahmany, Salah Dhahri, Hedi Tabia, Dsir Sidib, Hsouna Zgolli, Nawres Khlifa |
| 2025 | ICAART | Hybrid Siamese EfficientNet-B2 and Swin Transformer Network for OCT-Based Prediction of Anti-VEGF Response in Diabetic Macular Edema. | Karima Garraoui, Ines Rahmany, Hedi Tabia, Dsir Sidib, Hsouna Zgolli, Nawres Khlifa |
| 2025 | ICAART | Enhancing Appearance-Based Gaze Estimation Through Attention-Based Convolutional Neural Networks. | Rawdha Karmi, Ines Rahmany, Nawres Khlifa |
| 2025 | ICAART | Adaptive Attention Mechanisms in CNNs for Accurate Gaze Estimation from Visual Features. | Rawdha Karmi, Ines Rahmany, Nawres Khlifa |
| 2024 | CoDIT | Explainable AI For Retinal Pathology Detection In OCT Images. | Zainab Haddad, Hsouna Zgolli, Dsir Sidib, Hedi Tabia, Nawres Khlifa |
| 2024 | CoDIT | A Comprehensive Review of Beekeeping Datasets for Precision Apiculture Research. | Seloua Haddaoui, Nawres Khlifa, Salim Chikhi, Soheil Varastehpour, Fouzia Adjailia |
| 2023 | HIS | A Bilinear Convolutional Neural Network for Arrhythmia Classification on ECG Signals. | Hadjer Bechinia, Djamel Benmerzoug, Nawres Khlifa |
| 2023 | INISTA | Embedded Gene Expression Data Based On RidgeClassifier For Alzheimer's Disease Classification. | Bouchra Guelib, Nawres Khlifa, Bounab Rayene |
| 2023 | INISTA | Retinal pathologies detection in OCT images based on Bilinear convolutional neural network. | Zainab Haddad, Brahim Mahamat Yaya, Hsouna Zgolli, Dsir Sidib, Hedi Tabia, Nawres Khlifa |
| 2022 | ATSIP | Deep Learning for Automatic Pulmonary Embolism Identification Using CTA Images. | Hajer Khachnaoui, Mariem Agrbi, Siwar Halouani, Nawres Khlifa |
| 2022 | CoDIT | Statistical analysis of clinical and DaTSCAN SPECT imaging features' in Parkinson's Disease, SWEDD, and Healthy Control subjects. | Hajer Khachnaoui, Nawres Khlifa, Rostom Mabrouk |
| 2022 | CoDIT | Prediction of microsatellite instability for the detection of colorectal cancer by GAN-CNN. | Khouloud Mnassri, Ines Rahmany, Nawres Khlifa, Sihem Hmissa, Nabiha Missaoui |
| 2020 | ATSIP | Real time emotion recognition in video stream, using B-CNN and F-CNN. | Ramzi Guetari, Aladine Chetouani, Hedi Tabia, Nawres Khlifa |
| 2018 | ATSIP | Partial volume effect correction in PET image using iterative deconvolution and shearlet transform. | Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa |
| 2018 | CoDIT | Detection and Characterization of Subsolid Juxta-pleural Lung Nodule from CT Images. | Nejla Jbeli, Rekka Mastouri, Henda Neji, Saoussen Hantous-Zannad, Nawres Khlifa |
| 2018 | CoDIT | Cerebral Aneurysm Computer-Aided Detection System by combing MSER, SURF and SIFT descriptors. | Ines Rahmany, Becem Arfaoui, Nawres Khlifa, Houda Megdiche |
| 2016 | ATSIP | Multi-scale and Non Local Mean based filter for Positron Emission Tomography imaging denoising. | Hajer Jomaa, Rostom Mabrouk, Frdric Morain-Nicolier, Nawres Khlifa |
| 2014 | ATSIP | About using Computed Tomography (CT) in Ischemic Stroke. | Mokhtar Mars, Nawres Khlifa |
| 2014 | SMC | Phantom conception for development of planar scintigraphic image restoration procedures. | Fatma Makhlouf, Hatem Besbes, Nawres Khlifa, Chokri Ben Amar, Basel Solaiman |