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Lesion Segmentation

Lesion segmentation is the task of segmenting out lesions from other objects in medical based images.

( Image credit: D-UNet )

Papers

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Showing 176–200 of 640 papers

TitleStatusHype
SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation—0
Multilevel Perception Boundary-guided Network for Breast Lesion Segmentation in Ultrasound Images—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
BeSt-LeS: Benchmarking Stroke Lesion Segmentation using Deep SupervisionCode0
Rethinking Dual-Stream Super-Resolution Semantic Learning in Medical Image SegmentationCode1
AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical KnowledgeCode0
Boosting Dermatoscopic Lesion Segmentation via Diffusion Models with Visual and Textual Prompts—0
Shifting More Attention to Breast Lesion Segmentation in Ultrasound VideosCode1
APIS: A paired CT-MRI dataset for ischemic stroke segmentation challenge—0
Autopet Challenge 2023: nnUNet-based whole-body 3D PET-CT Tumour SegmentationCode0
Generalized Dice Focal Loss trained 3D Residual UNet for Automated Lesion Segmentation in Whole-Body FDG PET/CT ImagesCode0
USL-Net: Uncertainty Self-Learning Network for Unsupervised Skin Lesion Segmentation—0
A mirror-Unet architecture for PET/CT lesion segmentationCode0
Auto-Lesion Segmentation with a Novel Intensity Dark Channel Prior for COVID-19 Detection—0
A Localization-to-Segmentation Framework for Automatic Tumor Segmentation in Whole-Body PET/CT ImagesCode0
Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative LearningCode0
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
Multi-dimension unified Swin Transformer for 3D Lesion Segmentation in Multiple Anatomical Locations—0
Channel Attention Separable Convolution Network for Skin Lesion Segmentation—0
Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture DetectionCode1
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