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| Melanoma Detection using Adversarial Training and Deep Transfer Learning | Apr 14, 2020 | Conditional Image GenerationGeneral Classification | CodeCode Available | 1 |
| Uncertainty-Aware Deep Learning for Automated Skin Cancer Classification: A Comprehensive Evaluation | Jun 12, 2025 | Cancer ClassificationLesion Classification | —Unverified | 0 |
| Skin Lesion Phenotyping via Nested Multi-modal Contrastive Learning | May 29, 2025 | Contrastive LearningLesion Classification | —Unverified | 0 |
| Fusion of Foundation and Vision Transformer Model Features for Dermatoscopic Image Classification | May 22, 2025 | Classificationimage-classification | —Unverified | 0 |
| Domain Adaptive Skin Lesion Classification via Conformal Ensemble of Vision Transformers | May 21, 2025 | Conformal PredictionDomain Adaptation | —Unverified | 0 |
| A Lightweight U-Net Model for Accurate Skin Lesion Segmentation | Apr 12, 2025 | Lesion ClassificationLesion Segmentation | —Unverified | 0 |
| Conformal uncertainty quantification to evaluate predictive fairness of foundation AI model for skin lesion classes across patient demographics | Mar 31, 2025 | DiagnosticFairness | —Unverified | 0 |
| FedSKD: Aggregation-free Model-heterogeneous Federated Learning using Multi-dimensional Similarity Knowledge Distillation | Mar 23, 2025 | Federated LearningKnowledge Distillation | —Unverified | 0 |
| Detecting Dataset Bias in Medical AI: A Generalized and Modality-Agnostic Auditing Framework | Mar 13, 2025 | AttributeLesion Classification | —Unverified | 0 |
