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Skin Lesion Segmentation

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TitleStatusHype
Hierarchical Self-Prompting SAM: A Prompt-Free Medical Image Segmentation Framework—0
A Lightweight U-Net Model for Accurate Skin Lesion Segmentation—0
Multi-Granularity Vision Fastformer with Fusion Mechanism for Skin Lesion Segmentation—0
ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion SegmentationCode1
Self-Attention Diffusion Models for Zero-Shot Biomedical Image Segmentation: Unlocking New Frontiers in Medical Imaging—0
An Attentive Representative Sample Selection Strategy Combined with Balanced Batch Training for Skin Lesion Segmentation—0
ScaleFusionNet: Transformer-Guided Multi-Scale Feature Fusion for Skin Lesion SegmentationCode0
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion AnalysisCode0
Image Segmentation: Inducing graph-based learningCode0
MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation—0
QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image SegmentationCode1
Hyper-Fusion Network for Semi-Automatic Segmentation of Skin Lesions—0
Structure-Aware Stylized Image Synthesis for Robust Medical Image SegmentationCode0
MambaU-Lite: A Lightweight Model based on Mamba and Integrated Channel-Spatial Attention for Skin Lesion SegmentationCode1
TAFM-Net: A Novel Approach to Skin Lesion Segmentation Using Transformer Attention and Focal Modulation—0
When Mamba Meets xLSTM: An Efficient and Precise Method with the xLSTM-VMUNet Model for Skin lesion SegmentationCode0
A Multimodal Vision Foundation Model for Clinical DermatologyCode2
SkinMamba: A Precision Skin Lesion Segmentation Architecture with Cross-Scale Global State Modeling and Frequency Boundary GuidanceCode2
SkinFormer: Learning Statistical Texture Representation with Transformer for Skin Lesion SegmentationCode0
AD-Net: Attention-based dilated convolutional residual network with guided decoder for robust skin lesion segmentation—0
MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image SegmentationCode2
LSSF-Net: Lightweight Segmentation with Self-Awareness, Spatial Attention, and Focal Modulation—0
TESL-Net: A Transformer-Enhanced CNN for Accurate Skin Lesion Segmentation—0
Segmentation Style Discovery: Application to Skin Lesion ImagesCode0
S-SYNTH: Knowledge-Based, Synthetic Generation of Skin ImagesCode0
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