| Leveraging Spatial and Semantic Feature Extraction for Skin Cancer Diagnosis with Capsule Networks and Graph Neural Networks | Mar 18, 2024 | BenchmarkingClassification | —Unverified | 0 |
| Optimizing Skin Lesion Classification via Multimodal Data and Auxiliary Task Integration | Feb 16, 2024 | DiagnosticLesion Classification | —Unverified | 0 |
| Empirical Validation of Conformal Prediction for Trustworthy Skin Lesions Classification | Dec 12, 2023 | Conformal PredictionDecision Making | —Unverified | 0 |
| Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models | Nov 24, 2023 | Lesion ClassificationSkin Lesion Classification | CodeCode Available | 1 |
| Self-Supervised Multi-Modality Learning for Multi-Label Skin Lesion Classification | Oct 28, 2023 | Lesion ClassificationPseudo Label | CodeCode Available | 0 |
| Multi-task Explainable Skin Lesion Classification | Oct 11, 2023 | ClassificationLesion Classification | —Unverified | 0 |
| Mitigating the Influence of Domain Shift in Skin Lesion Classification: A Benchmark Study of Unsupervised Domain Adaptation Methods on Dermoscopic Images | Oct 5, 2023 | Domain AdaptationLesion Classification | —Unverified | 0 |
| Ugly Ducklings or Swans: A Tiered Quadruplet Network with Patient-Specific Mining for Improved Skin Lesion Classification | Sep 18, 2023 | Lesion ClassificationMetric Learning | —Unverified | 0 |
| Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient Alignment | Aug 31, 2023 | Federated LearningLesion Classification | CodeCode Available | 1 |
| SkinDistilViT: Lightweight Vision Transformer for Skin Lesion Classification | Aug 16, 2023 | Cancer ClassificationClassification | CodeCode Available | 0 |
