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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 101–125 of 640 papers

TitleStatusHype
Exploiting XAI maps to improve MS lesion segmentation and detection in MRI—0
ISLES 2024: The first longitudinal multimodal multi-center real-world dataset in (sub-)acute stroke—0
TESL-Net: A Transformer-Enhanced CNN for Accurate Skin Lesion Segmentation—0
Lesion-aware network for diabetic retinopathy diagnosisCode0
Segmenting Small Stroke Lesions with Novel Labeling StrategiesCode0
Segmentation Style Discovery: Application to Skin Lesion ImagesCode0
S-SYNTH: Knowledge-Based, Synthetic Generation of Skin ImagesCode0
GLAM: Glomeruli Segmentation for Human Pathological Lesions using Adapted Mouse Model—0
Navigating Uncertainty in Medical Image Segmentation—0
Panoptic Segmentation of Mammograms with Text-To-Image Diffusion Model—0
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple SclerosisCode0
Potential of Multimodal Large Language Models for Data Mining of Medical Images and Free-text Reports—0
Exploiting Precision Mapping and Component-Specific Feature Enhancement for Breast Cancer Segmentation and Identification—0
TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM—0
Skip and Skip: Segmenting Medical Images with Prompts—0
Self-supervised Brain Lesion Generation for Effective Data Augmentation of Medical Images—0
Instance-level quantitative saliency in multiple sclerosis lesion segmentationCode0
Towards AI Lesion Tracking in PET/CT Imaging: A Siamese-based CNN Pipeline applied on PSMA PET/CT Scans—0
Neuro-TransUNet: Segmentation of stroke lesion in MRI using transformers—0
The ULS23 Challenge: a Baseline Model and Benchmark Dataset for 3D Universal Lesion Segmentation in Computed TomographyCode1
A Point-Neighborhood Learning Framework for Nasal Endoscope Image Segmentation—0
MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion SegmentationCode0
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality ExpertsCode1
D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical ImagesCode0
AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentationCode1
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