| 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 |
| Subgroup Performance Analysis in Hidden Stratifications | Mar 13, 2025 | Lesion ClassificationSkin Lesion Classification | —Unverified | 0 |
| Detecting Dataset Bias in Medical AI: A Generalized and Modality-Agnostic Auditing Framework | Mar 13, 2025 | AttributeLesion Classification | —Unverified | 0 |
| Revisit the Stability of Vanilla Federated Learning Under Diverse Conditions | Feb 27, 2025 | ClassificationFederated Learning | —Unverified | 0 |
