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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

Showing 201225 of 640 papers

TitleStatusHype
Deep Quantile Regression for Uncertainty Estimation in Unsupervised and Supervised Lesion DetectionCode0
Dense Pooling layers in Fully Convolutional Network for Skin Lesion SegmentationCode0
Segmenting Small Stroke Lesions with Novel Labeling StrategiesCode0
Automated Breast Lesion Segmentation in Ultrasound ImagesCode0
Image Translation for Medical Image Generation -- Ischemic Stroke LesionsCode0
Improved automated lesion segmentation in whole-body FDG/PET-CT via Test-Time AugmentationCode0
Innovative Quantitative Analysis for Disease Progression Assessment in Familial Cerebral Cavernous MalformationsCode0
Detection-aided liver lesion segmentation using deep learningCode0
Hybrid Cascaded Neural Network for Liver Lesion SegmentationCode0
A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI imagesCode0
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT VolumesCode0
How We Won the ISLES'24 Challenge by PreprocessingCode0
Image Segmentation: Inducing graph-based learningCode0
Instance-level quantitative saliency in multiple sclerosis lesion segmentationCode0
Generative Adversarial Networks based Skin Lesion SegmentationCode0
A Field of Experts Prior for Adapting Neural Networks at Test TimeCode0
A Contrast-Adaptive Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple SclerosisCode0
Glo-In-One-v2: Holistic Identification of Glomerular Cells, Tissues, and Lesions in Human and Mouse HistopathologyCode0
Domain-Agnostic Stroke Lesion Segmentation Using Physics-Constrained Synthetic DataCode0
A mirror-Unet architecture for PET/CT lesion segmentationCode0
Generalized Dice Focal Loss trained 3D Residual UNet for Automated Lesion Segmentation in Whole-Body FDG PET/CT ImagesCode0
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion AnalysisCode0
CLCI-Net: Cross-Level fusion and Context Inference Networks for Lesion Segmentation of Chronic StrokeCode0
Attention Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound ImagesCode0
A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple SclerosisCode0
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