A skin lesion classification method based on expanding the surrounding lesion-shaped border for an end-to-end Inception-ResNet-v2 classifier. - Rym Dakhli; Walid Barhoumi (Signal Image Video Process., 2023)

Exploring XAI Attention Maps to Investigate the Effect of Distance Metric and Lesion-Shaped Border Expansion Size for Effective Content-Based Dermatological Lesion Retrieval. - Rym Dakhli; Walid Barhoumi (ACIIDS (Companion 1), 2024)

Toward a Quantitative Trustworthy Evaluation of Post-Hoc XAI Feature Importance Maps Using Saliency-Based Occlusion. - Rym Dakhli; Walid Barhoumi (AICCSA, 2024)

Disagreement serves an explainable ensemble model based on Dempster-Shafer evidence-fusion for an improved skin lesion classification. - Rym Dakhli; Walid Barhoumi (Biomed. Signal Process. Control., 2024)

Improving skin lesion classification through saliency-guided loss functions. - Rym Dakhli; Walid Barhoumi (Comput. Biol. Medicine, 2025)