| QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation | Dec 23, 2024 | Breast Cancer DetectionDecoder | CodeCode Available | 1 |
| Hyper-Fusion Network for Semi-Automatic Segmentation of Skin Lesions | Dec 14, 2024 | Lesion SegmentationSegmentation | —Unverified | 0 |
| Structure-Aware Stylized Image Synthesis for Robust Medical Image Segmentation | Dec 5, 2024 | Domain GeneralizationImage Generation | CodeCode Available | 0 |
| 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 |
| TAFM-Net: A Novel Approach to Skin Lesion Segmentation Using Transformer Attention and Focal Modulation | Nov 26, 2024 | DecoderLesion Segmentation | —Unverified | 0 |
| When Mamba Meets xLSTM: An Efficient and Precise Method with the xLSTM-VMUNet Model for Skin lesion Segmentation | Nov 14, 2024 | Computational EfficiencyLesion Segmentation | CodeCode Available | 0 |
| A Multimodal Vision Foundation Model for Clinical Dermatology | Oct 19, 2024 | DiagnosticLesion Segmentation | CodeCode Available | 2 |
| SkinMamba: A Precision Skin Lesion Segmentation Architecture with Cross-Scale Global State Modeling and Frequency Boundary Guidance | Sep 17, 2024 | DecoderLesion Segmentation | CodeCode Available | 2 |
| SkinFormer: Learning Statistical Texture Representation with Transformer for Skin Lesion Segmentation | Sep 13, 2024 | Lesion SegmentationSegmentation | CodeCode Available | 0 |
| AD-Net: Attention-based dilated convolutional residual network with guided decoder for robust skin lesion segmentation | Sep 9, 2024 | Data AugmentationDecoder | —Unverified | 0 |
