| Skin lesion classification with ensemble of squeeze-and-excitation networks and semi-supervised learning | Sep 7, 2018 | ClassificationData Augmentation | —Unverified | 0 | 0 |
| Skin Lesion Phenotyping via Nested Multi-modal Contrastive Learning | May 29, 2025 | Contrastive LearningLesion Classification | —Unverified | 0 | 0 |
| SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification | Jul 10, 2023 | Classificationimage-classification | —Unverified | 0 | 0 |
| Style transfer-based image synthesis as an efficient regularization technique in deep learning | May 27, 2019 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 | 0 |
| Subgroup Performance Analysis in Hidden Stratifications | Mar 13, 2025 | Lesion ClassificationSkin Lesion Classification | —Unverified | 0 | 0 |
| SuperCon: Supervised Contrastive Learning for Imbalanced Skin Lesion Classification | Feb 11, 2022 | ClassificationContrastive Learning | —Unverified | 0 | 0 |
| Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization | Oct 7, 2024 | FormGenerative Adversarial Network | —Unverified | 0 | 0 |
| The Forward-Forward Algorithm as a feature extractor for skin lesion classification: A preliminary study | Jul 2, 2023 | ClassificationDecision Making | —Unverified | 0 | 0 |
| Transfer Learning for Melanoma Detection: Participation in ISIC 2017 Skin Lesion Classification Challenge | Mar 15, 2017 | General Classificationimage-classification | —Unverified | 0 | 0 |
| Transformer-based interpretable multi-modal data fusion for skin lesion classification | Apr 3, 2023 | Decision MakingLesion Classification | —Unverified | 0 | 0 |
