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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 151–200 of 640 papers

TitleStatusHype
Expert Knowledge-guided Geometric Representation Learning for Magnetic Resonance Imaging-based Glioma Grading—0
A Point-Neighborhood Learning Framework for Nasal Endoscope Image Segmentation—0
Ensemble of Multi-sized FCNs to Improve White Matter Lesion Segmentation—0
A Fully-Automated Pipeline for Detection and Segmentation of Liver Lesions and Pathological Lymph Nodes—0
APIS: A paired CT-MRI dataset for ischemic stroke segmentation challenge—0
Ensembling Low Precision Models for Binary Biomedical Image Segmentation—0
Automating Vitiligo Skin Lesion Segmentation Using Convolutional Neural Networks—0
An Ultra-Fast Method for Simulation of Realistic Ultrasound Images—0
Automatic Skin Lesion Segmentation using Semi-supervised Learning Technique—0
Accurate Lung Nodules Segmentation with Detailed Representation Transfer and Soft Mask Supervision—0
Election of Collaborators via Reinforcement Learning for Federated Brain Tumor Segmentation—0
Explaining Uncertainty in Multiple Sclerosis Lesion Segmentation Beyond Prediction Errors—0
An Overview of Melanoma Detection in Dermoscopy Images Using Image Processing and Machine Learning—0
DynSegNet:Dynamic Architecture Adjustment for Adversarial Learning in Segmenting Hemorrhagic Lesions from Fundus Images—0
A novel unsupervised covid lung lesion segmentation based on the lung tissue identification—0
A Bibliography of Multiple Sclerosis Lesions Detection Methods using Brain MRIs—0
EAGLE: An Efficient Global Attention Lesion Segmentation Model for Hepatic Echinococcosis—0
Automatic segmentation of stroke lesions in non-contrast computed tomography with convolutional neural networks—0
A Novel Multi-task Deep Learning Model for Skin Lesion Segmentation and Classification—0
Novel coronavirus pneumonia lesion segmentation in CT images—0
Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks—0
A Characteristic Function-based Algorithm for Geodesic Active Contours—0
3D PETCT Tumor Lesion Segmentation via GCN Refinement—0
Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation—0
Automatic Post-Stroke Lesion Segmentation on MR Images using 3D Residual Convolutional Neural Network—0
Automatic Liver Lesion Segmentation Using A Deep Convolutional Neural Network Method—0
AD-Net: Attention-based dilated convolutional residual network with guided decoder for robust skin lesion segmentation—0
Generative Model-Based Ischemic Stroke Lesion Segmentation—0
DSNet: a simple yet efficient network with dual-stream attention for lesion segmentation—0
Dual-Attention Enhanced BDense-UNet for Liver Lesion Segmentation—0
Automatic lesion segmentation and Pathological Myopia classification in fundus images—0
Automatic Lesion Detection System (ALDS) for Skin Cancer Classification Using SVM and Neural Classifiers—0
A New Approach for Automatic Segmentation and Evaluation of Pigmentation Lesion by using Active Contour Model and Speeded Up Robust Features—0
Automatic lesion detection, segmentation and characterization via 3D multiscale morphological sifting in breast MRI—0
Deep Convolutional Encoder-Decoders with Aggregated Multi-Resolution Skip Connections for Skin Lesion Segmentation—0
Deep attention-guided fusion network for lesion segmentation—0
Automatic lesion analysis for increased efficiency in outcome prediction of traumatic brain injury—0
A Detection and Segmentation Architecture for Skin Lesion Segmentation on Dermoscopy Images—0
A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability—0
Exploiting bilateral symmetry in brain lesion segmentation—0
Automatic Ischemic Stroke Lesion Segmentation from Computed Tomography Perfusion Images by Image Synthesis and Attention-Based Deep Neural Networks—0
Decoupling Shape and Density for Liver Lesion Synthesis Using Conditional Generative Adversarial Networks—0
Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review—0
Deep ensemble learning for segmenting tuberculosis-consistent manifestations in chest radiographs—0
Deep Learning Based Dominant Index Lesion Segmentation for MR-guided Radiation Therapy of Prostate Cancer—0
Deep Learning based Novel Cascaded Approach for Skin Lesion Analysis—0
Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018—0
An automatic COVID-19 CT segmentation network using spatial and channel attention mechanism—0
Deconvolutional Feature Stacking for Weakly-Supervised Semantic Segmentation—0
Decomposing and Coupling Saliency Map for Lesion Segmentation in Ultrasound Images—0
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