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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

Showing 326350 of 640 papers

TitleStatusHype
A novel unsupervised covid lung lesion segmentation based on the lung tissue identification0
Segmentation and Risk Score Prediction of Head and Neck Cancers in PET/CT Volumes with 3D U-Net and Cox Proportional Hazard Neural Networks0
A Field of Experts Prior for Adapting Neural Networks at Test TimeCode0
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
Joint Liver and Hepatic Lesion Segmentation in MRI using a Hybrid CNN with Transformer Layers0
RTNet: Relation Transformer Network for Diabetic Retinopathy Multi-lesion Segmentation0
Cortical lesions, central vein sign, and paramagnetic rim lesions in multiple sclerosis: emerging machine learning techniques and future avenues0
A Survey on Masked Facial Detection Methods and Datasets for Fighting Against COVID-190
Expert Knowledge-guided Geometric Representation Learning for Magnetic Resonance Imaging-based Glioma Grading0
Skin lesion segmentation and classification using deep learning and handcrafted features0
Cross-Domain Federated Learning in Medical Imaging0
ASC-Net: Unsupervised Medical Anomaly Segmentation Using an Adversarial-based Selective Cutting Network0
Quality monitoring of federated Covid-19 lesion segmentation0
Automated assessment of disease severity of COVID-19 using artificial intelligence with synthetic chest CT0
Diffusion Models for Implicit Image Segmentation EnsemblesCode1
MT-TransUNet: Mediating Multi-Task Tokens in Transformers for Skin Lesion Segmentation and ClassificationCode1
Unsupervised COVID-19 Lesion Segmentation in CT Using Cycle Consistent Generative Adversarial Network0
Automated skin lesion segmentation using multi-scale feature extraction scheme and dual-attention mechanism0
T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical Imaging0
M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus ImagesCode1
Novel coronavirus pneumonia lesion segmentation in CT images0
MDA-Net: Multiscale dual attention-based network for breast lesion segmentation using ultrasound imagesCode0
Prior Attention Network for Multi-Lesion Segmentation in Medical ImagesCode1
Boundary-aware Transformers for Skin Lesion SegmentationCode1
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