| MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation | Nov 3, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets | Jul 26, 2023 | Lesion SegmentationSkin Lesion Segmentation | CodeCode Available | 1 |
| Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions | Aug 31, 2019 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation | Sep 22, 2020 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Boundary-aware Transformers for Skin Lesion Segmentation | Oct 8, 2021 | Inductive BiasLesion Segmentation | CodeCode Available | 1 |
| DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation | Apr 28, 2020 | DecoderImage Segmentation | CodeCode Available | 1 |
| FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation | May 4, 2022 | Federated LearningImage Segmentation | CodeCode Available | 1 |
| Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images | Mar 23, 2020 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection | Aug 31, 2023 | DecoderLesion Segmentation | CodeCode Available | 1 |
| MambaU-Lite: A Lightweight Model based on Mamba and Integrated Channel-Spatial Attention for Skin Lesion Segmentation | Dec 2, 2024 | DiagnosticLesion Segmentation | CodeCode Available | 1 |
| Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation | Jan 12, 2020 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation | Feb 8, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation | Mar 25, 2025 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation | Dec 27, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| DAGrid: Directed Accumulator Grid | Jun 5, 2023 | Image RegistrationLesion Segmentation | CodeCode Available | 1 |
| Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation | Oct 30, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation | May 16, 2021 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Bi-directional Dermoscopic Feature Learning and Multi-scale Consistent Decision Fusion for Skin Lesion Segmentation | Feb 20, 2020 | Lesion SegmentationSkin Lesion Segmentation | —Unverified | 0 |
| A New Approach for Automatic Segmentation and Evaluation of Pigmentation Lesion by using Active Contour Model and Speeded Up Robust Features | Jan 18, 2021 | Lesion SegmentationSegmentation | —Unverified | 0 |
| Global and Local Information Based Deep Network for Skin Lesion Segmentation | Mar 16, 2017 | Data AugmentationLesion Segmentation | —Unverified | 0 |
| Automating Vitiligo Skin Lesion Segmentation Using Convolutional Neural Networks | Dec 16, 2019 | Lesion SegmentationSegmentation | —Unverified | 0 |
| An Attentive Representative Sample Selection Strategy Combined with Balanced Batch Training for Skin Lesion Segmentation | Mar 21, 2025 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| Frequency and Spatial domain based Saliency for Pigmented Skin Lesion Segmentation | Oct 8, 2020 | Lesion SegmentationSegmentation | —Unverified | 0 |
| D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation | Dec 14, 2020 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| Automatic Skin Lesion Segmentation using Semi-supervised Learning Technique | Mar 13, 2017 | ClusteringLesion Segmentation | —Unverified | 0 |
