SOTAVerified

Skin Lesion Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 154 papers

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
MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion SegmentationCode0
AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentationCode1
UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion SegmentationCode3
Transformer-CNN Fused Architecture for Enhanced Skin Lesion Segmentation—0
SLP-Net:An efficient lightweight network for segmentation of skin lesions—0
MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis AttentionCode2
U-Net v2: Rethinking the Skip Connections of U-Net for Medical Image SegmentationCode6
DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion SegmentationCode1
Only Positive Cases: 5-fold High-order Attention Interaction Model for Skin Segmentation Derived ClassificationCode1
A Region of Interest Focused Triple UNet Architecture for Skin Lesion Segmentation—0
IARS SegNet: Interpretable Attention Residual Skip connection SegNet for melanoma segmentation—0
SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation—0
Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks—0
Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency ModelingCode0
UCM-Net: A Lightweight and Efficient Solution for Skin Lesion Segmentation using MLP and CNNCode0
SSG2: A new modelling paradigm for semantic segmentationCode1
USL-Net: Uncertainty Self-Learning Network for Unsupervised Skin Lesion Segmentation—0
Cross-Task Attention Network: Improving Multi-Task Learning for Medical Imaging Applications—0
Unsupervised Skin Lesion Segmentation via Structural Entropy Minimization on Multi-Scale Superpixel GraphsCode0
INCEPTNET: Precise And Early Disease Detection Application For Medical Images AnalysesCode0
Channel Attention Separable Convolution Network for Skin Lesion Segmentation—0
Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture DetectionCode1
SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image SegmentationCode1
Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in TransformersCode1
DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion DelineationCode1
Show:102550
← PrevPage 1 of 4Next →

No leaderboard results yet.