| 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 |
| Revisiting Skin Tone Fairness in Dermatological Lesion Classification | Aug 18, 2023 | Cancer ClassificationClassification | CodeCode Available | 0 |
| SkinDistilViT: Lightweight Vision Transformer for Skin Lesion Classification | Aug 16, 2023 | Cancer ClassificationClassification | CodeCode Available | 0 |
| SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification | Jul 10, 2023 | Classificationimage-classification | —Unverified | 0 |
| ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion Classification | Jul 9, 2023 | Contrastive LearningLesion Classification | CodeCode Available | 1 |
| Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation | Jul 6, 2023 | Binary ClassificationDiagnostic | —Unverified | 0 |
| Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images | Jul 4, 2023 | AttributeClassification | —Unverified | 0 |
| Mitigating Calibration Bias Without Fixed Attribute Grouping for Improved Fairness in Medical Imaging Analysis | Jul 4, 2023 | AttributeFairness | —Unverified | 0 |
| The Forward-Forward Algorithm as a feature extractor for skin lesion classification: A preliminary study | Jul 2, 2023 | ClassificationDecision Making | —Unverified | 0 |
| DualAttNet: Synergistic Fusion of Image-level and Fine-Grained Disease Attention for Multi-Label Lesion Detection in Chest X-rays | Jun 23, 2023 | Lesion ClassificationLesion Detection | CodeCode Available | 1 |
