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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 151–175 of 640 papers

TitleStatusHype
Automatic Skin Lesion Segmentation Using Deep Fully Convolutional NetworksCode0
Automatic Skin Lesion Segmentation Using GrabCut in HSV Colour SpaceCode0
Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networksCode0
A Field of Experts Prior for Adapting Neural Networks at Test TimeCode0
Learn to Segment Retinal Lesions and BeyondCode0
Large-kernel Attention for Efficient and Robust Brain Lesion SegmentationCode0
A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentationCode0
LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion ModelsCode0
Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for the Diagnosis of Skin LesionsCode0
An Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion SegmentationCode0
Innovative Quantitative Analysis for Disease Progression Assessment in Familial Cerebral Cavernous MalformationsCode0
Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural NetworksCode0
Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random FieldsCode0
Instance-level quantitative saliency in multiple sclerosis lesion segmentationCode0
INCEPTNET: Precise And Early Disease Detection Application For Medical Images AnalysesCode0
Improved automated lesion segmentation in whole-body FDG/PET-CT via Test-Time AugmentationCode0
An EfficientNet-based modified sigmoid transform for enhancing dermatological macro-images of melanoma and nevi skin lesionsCode0
Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approachCode0
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple SclerosisCode0
Lesion-aware network for diabetic retinopathy diagnosisCode0
Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion SegmentationCode0
Hybrid Cascaded Neural Network for Liver Lesion SegmentationCode0
How We Won the ISLES'24 Challenge by PreprocessingCode0
An Attention Based Pipeline for Identifying Pre-Cancer Lesions in Head and Neck Clinical ImagesCode0
Automated Lesion Segmentation in Whole-Body PET/CT in a multitracer settingCode0
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