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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 121–130 of 640 papers

Title	Date	Tasks	Status	Hype
Applications of Deep Learning in Fundus Images: A Review	Jan 25, 2021	Deep LearningImage Generation	CodeCode Available	1
Small Lesion Segmentation in Brain MRIs with Subpixel Embedding	Sep 18, 2021	DecoderLesion Segmentation	CodeCode Available	1
Constrained unsupervised anomaly segmentation	Mar 3, 2022	Anomaly LocalizationAnomaly Segmentation	CodeCode Available	1
AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets	Jul 26, 2023	Lesion SegmentationSkin Lesion Segmentation	CodeCode Available	1
Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions	Aug 31, 2019	Image SegmentationLesion Segmentation	CodeCode Available	1
Synthetic Data for Robust Stroke Segmentation	Apr 2, 2024	Lesion SegmentationSegmentation	CodeCode Available	1
A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge	Mar 28, 2024	Ischemic Stroke Lesion SegmentationLesion Detection	CodeCode Available	1
Boundary loss for highly unbalanced segmentation	Dec 17, 2018	Brain Lesion Segmentation From MriIschemic Stroke Lesion Segmentation	CodeCode Available	1
Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation	Feb 8, 2022	Contrastive LearningImage Segmentation	CodeCode Available	1
DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation	Dec 27, 2022	Image SegmentationLesion Segmentation	CodeCode Available	1

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