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1. coherent-cbe-skin coherent-cbe-skin Public

   Code for the paper "Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis", CVPRW 2023.

   Python 16 1

2. Explainable-Deep-Learning-Methods-in-Medical-Image-Classification-A-Survey Explainable-Deep-Learning-Methods-in-Medical-Image-Classification-A-Survey Public

   Official repository of the paper "Explainable Deep Learning Methods in Medical Image Classification: A Survey", ACM Computing Surveys (CSUR) 2023

   11 2

3. concept-based-interpretability-VLM concept-based-interpretability-VLM Public

   Code for the paper "Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models", ISBI 2024 (Oral).

   Jupyter Notebook 8 2

4. 2-step-concept-based-skin-diagnosis 2-step-concept-based-skin-diagnosis Public

   Code for the paper "A Two-Step Concept-Based Approach for Enhanced Interpretability and Trust in Skin Lesion Diagnosis".

   Python 1

5. CBVLM CBVLM Public

   Code for the paper "CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification".

   Python 1 1

6. SGAM SGAM Public

   Official repository of the paper "Zero-shot face recognition: Improving the discriminability of visual face features using a Semantic-Guided Attention Model", Expert Systems With Applications 2022

   Python 2 1