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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 76–100 of 640 papers

TitleStatusHype
Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image SegmentationCode1
XBound-Former: Toward Cross-scale Boundary Modeling in TransformersCode1
Progressive Multi-scale Consistent Network for Multi-class Fundus Lesion SegmentationCode1
Self-supervised Assisted Active Learning for Skin Lesion SegmentationCode1
FedMix: Mixed Supervised Federated Learning for Medical Image SegmentationCode1
AAU-net: An Adaptive Attention U-net for Breast Lesions Segmentation in Ultrasound ImagesCode1
MFSNet: A Multi Focus Segmentation Network for Skin Lesion SegmentationCode1
ModDrop++: A Dynamic Filter Network with Intra-subject Co-training for Multiple Sclerosis Lesion Segmentation with Missing ModalitiesCode1
Constrained unsupervised anomaly segmentationCode1
Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image SegmentationCode1
Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image SegmentationCode1
DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image SegmentationCode1
Diffusion Models for Implicit Image Segmentation EnsemblesCode1
MT-TransUNet: Mediating Multi-Task Tokens in Transformers for Skin Lesion Segmentation and ClassificationCode1
M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus ImagesCode1
Prior Attention Network for Multi-Lesion Segmentation in Medical ImagesCode1
Boundary-aware Transformers for Skin Lesion SegmentationCode1
Training on Polar Image Transformations Improves Biomedical Image SegmentationCode1
Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis from Lung CT Scans with Multi-Scale Guided Dense AttentionCode1
Small Lesion Segmentation in Brain MRIs with Subpixel EmbeddingCode1
Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image SegmentationCode1
Team NeuroPoly: Description of the Pipelines for the MICCAI 2021 MS New Lesions Segmentation ChallengeCode1
Looking at the whole picture: constrained unsupervised anomaly segmentationCode1
Unsupervised Local Discrimination for Medical ImagesCode1
CarveMix: A Simple Data Augmentation Method for Brain Lesion SegmentationCode1
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