| Improving Automatic Skin Lesion Segmentation using Adversarial Learning based Data Augmentation | Jul 23, 2018 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Improving Dermoscopic Image Segmentation with Enhanced Convolutional-Deconvolutional Networks | Sep 28, 2017 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks | Oct 20, 2023 | DecoderImage Segmentation | —Unverified | 0 |
| ISIC 2017 Skin Lesion Segmentation Using Deep Encoder-Decoder Network | Jul 24, 2018 | Data AugmentationDecoder | —Unverified | 0 |
| k-Means Clustering and Ensemble of Regressions: An Algorithm for the ISIC 2017 Skin Lesion Segmentation Challenge | Feb 23, 2017 | ClusteringImage Segmentation | —Unverified | 0 |
| Knowledge-aware Deep Framework for Collaborative Skin Lesion Segmentation and Melanoma Recognition | Jun 7, 2021 | Clinical KnowledgeLesion Segmentation | —Unverified | 0 |
| LCAUnet: A skin lesion segmentation network with enhanced edge and body fusion | May 1, 2023 | Lesion SegmentationSkin Lesion Segmentation | —Unverified | 0 |
| Lesion Net -- Skin Lesion Segmentation Using Coordinate Convolution and Deep Residual Units | Dec 28, 2020 | Lesion SegmentationSegmentation | —Unverified | 0 |
| LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network | Mar 9, 2017 | Lesion SegmentationSegmentation | —Unverified | 0 |
| Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis | Jun 13, 2019 | Data AugmentationImage Generation | —Unverified | 0 |
| MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation | Jan 5, 2025 | DenoisingImage Generation | —Unverified | 0 |
| MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation | Oct 15, 2022 | DiagnosticImage Segmentation | —Unverified | 0 |
| Multi-Granularity Vision Fastformer with Fusion Mechanism for Skin Lesion Segmentation | Apr 4, 2025 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| Patch Network for medical image Segmentation | Feb 23, 2023 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning | Aug 26, 2021 | Few-Shot Semantic SegmentationImage Segmentation | —Unverified | 0 |
| Saliency-based segmentation of dermoscopic images using color information | Nov 26, 2020 | BinarizationLesion Segmentation | —Unverified | 0 |
| Salient Skin Lesion Segmentation via Dilated Scale-Wise Feature Fusion Network | May 20, 2022 | Lesion DetectionLesion Segmentation | —Unverified | 0 |
| Self-Attention Diffusion Models for Zero-Shot Biomedical Image Segmentation: Unlocking New Frontiers in Medical Imaging | Mar 23, 2025 | Cell SegmentationDiagnostic | —Unverified | 0 |
| Semantic Segmentation of Skin Lesions using a Small Data Set | Oct 23, 2019 | Lesion SegmentationSemantic Segmentation | —Unverified | 0 |
| Semi-supervised few-shot learning for medical image segmentation | Mar 18, 2020 | Few-Shot LearningImage Segmentation | —Unverified | 0 |
| Semi-supervised Skin Lesion Segmentation via Transformation Consistent Self-ensembling Model | Aug 12, 2018 | Lesion SegmentationSegmentation | —Unverified | 0 |
| Skin cancer reorganization and classification with deep neural network | Mar 1, 2017 | Boundary DetectionClassification | —Unverified | 0 |
| A survey, review, and future trends of skin lesion segmentation and classification | Aug 25, 2022 | ArticlesLesion Classification | —Unverified | 0 |
| Skin Lesion Segmentation and Classification for ISIC 2018 Using Traditional Classifiers with Hand-Crafted Features | Jul 18, 2018 | General ClassificationLesion Segmentation | —Unverified | 0 |
| Skin Lesion Segmentation and Classification for ISIC 2018 by Combining Deep CNN and Handcrafted Features | Aug 14, 2019 | Decision MakingGeneral Classification | —Unverified | 0 |