Author

Rym Dakhli

Institution: Tunis El Manar University

Observed institution: Tunis El Manar University

ORCID: 0009-0000-2125-8711

Observed ORCID: 0009-0000-2125-8711

OpenAlex ID: A5091949582

A skin lesion classification method based on expanding the surrounding lesion-shaped border for an end-to-end Inception-ResNet-v2 classifier

2023 · Rym Dakhli, Walid Barhoumi · Signal Image and Video Processing · 17

Disagreement serves an explainable ensemble model based on Dempster–Shafer evidence-fusion for an improved skin lesion classification

2024 · Rym Dakhli, Walid Barhoumi · Biomedical Signal Processing and Control · 11

Toward a Quantitative Trustworthy Evaluation of Post-Hoc XAI Feature Importance Maps Using Saliency-Based Occlusion

2024 · Rym Dakhli, Walid Barhoumi · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · 8

Improving skin lesion classification through saliency-guided loss functions

2025 · Rym Dakhli, Walid Barhoumi · Computers in Biology and Medicine · 6

Exploring XAI Attention Maps to Investigate the Effect of Distance Metric and Lesion-Shaped Border Expansion Size for Effective Content-Based Dermatological Lesion Retrieval

2024 · Rym Dakhli, Walid Barhoumi · Communications in computer and information science · 4

CFIA-KD: Confidence and feature importance aware knowledge distillation for effective skin lesion diagnosis from dermoscopic images

2026 · Rym Dakhli, Walid Barhoumi · Applied Soft Computing · 2

Explainable Deep Learning for Imaging‐Based Skin Lesion Diagnosis: A Systematic Literature Review

2026 · Rym Dakhli, Walid Barhoumi · Concurrency and Computation Practice and Experience

Works count: 7

Citation count: 48

H-index: 4

I10-index: 2