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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 101–110 of 640 papers

Title	Date	Tasks	Status	Hype
MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation	Nov 3, 2022	Image SegmentationLesion Segmentation	CodeCode Available	1
MambaU-Lite: A Lightweight Model based on Mamba and Integrated Channel-Spatial Attention for Skin Lesion Segmentation	Dec 2, 2024	DiagnosticLesion Segmentation	CodeCode Available	1
CarveMix: A Simple Data Augmentation Method for Brain Lesion Segmentation	Aug 16, 2021	Data AugmentationLesion Segmentation	CodeCode Available	1
MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets	Jul 5, 2023	Efficient ViTsImage Segmentation	CodeCode Available	1
Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts?	Mar 9, 2020	Image SegmentationLesion Segmentation	CodeCode Available	1
ASC-Net : Adversarial-based Selective Network for Unsupervised Anomaly Segmentation	Mar 5, 2021	Anomaly SegmentationBrain Tumor Segmentation	CodeCode Available	1
Boundary loss for highly unbalanced segmentation	Dec 17, 2018	Brain Lesion Segmentation From MriIschemic Stroke Lesion Segmentation	CodeCode Available	1
Automatic skin lesion segmentation on dermoscopic images by the means of superpixel merging	Aug 21, 2018	Lesion SegmentationSegmentation	CodeCode Available	1
Boundary-aware Transformers for Skin Lesion Segmentation	Oct 8, 2021	Inductive BiasLesion Segmentation	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

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