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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 251–275 of 640 papers

TitleStatusHype
Innovative Quantitative Analysis for Disease Progression Assessment in Familial Cerebral Cavernous MalformationsCode0
Improved automated lesion segmentation in whole-body FDG/PET-CT via Test-Time AugmentationCode0
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image SegmentationCode0
Whole-Body Lesion Segmentation in 18F-FDG PET/CTCode0
Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approachCode0
Instance-level quantitative saliency in multiple sclerosis lesion segmentationCode0
Hybrid Cascaded Neural Network for Liver Lesion SegmentationCode0
FocusNet: An attention-based Fully Convolutional Network for Medical Image SegmentationCode0
Segmentation Style Discovery: Application to Skin Lesion ImagesCode0
How We Won the ISLES'24 Challenge by PreprocessingCode0
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT VolumesCode0
Image Segmentation: Inducing graph-based learningCode0
EyeBench: A Call for More Rigorous Evaluation of Retinal Image EnhancementCode0
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion AnalysisCode0
Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and SegmentationCode0
Handling Inter-Annotator Agreement for Automated Skin Lesion SegmentationCode0
Generalized Dice Focal Loss trained 3D Residual UNet for Automated Lesion Segmentation in Whole-Body FDG PET/CT ImagesCode0
Generative Adversarial Networks based Skin Lesion SegmentationCode0
A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentationCode0
Glo-In-One-v2: Holistic Identification of Glomerular Cells, Tissues, and Lesions in Human and Mouse HistopathologyCode0
Image Translation for Medical Image Generation -- Ischemic Stroke LesionsCode0
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple SclerosisCode0
Refined-Segmentation R-CNN: A Two-stage Convolutional Neural Network for Punctate White Matter Lesion Segmentation in Preterm InfantsCode0
Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge GuidanceCode0
Explaining Uncertainty in Multiple Sclerosis Lesion Segmentation Beyond Prediction Errors—0
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