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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 476–500 of 640 papers

TitleStatusHype
Self-Learning AI Framework for Skin Lesion Image Segmentation and Classification—0
Learn to Segment Retinal Lesions and BeyondCode0
Automating Vitiligo Skin Lesion Segmentation Using Convolutional Neural Networks—0
DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images—0
Automatic Post-Stroke Lesion Segmentation on MR Images using 3D Residual Convolutional Neural Network—0
Enhancing the Extraction of Interpretable Information for Ischemic Stroke Imaging from Deep Neural NetworksCode0
Skin Lesion Segmentation using SegNet with Binary Cross-EntropyCode0
Semantic Segmentation of Skin Lesions using a Small Data Set—0
Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI—0
SANet:Superpixel Attention Network for Skin Lesion Attributes Detection—0
Attention Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound ImagesCode0
Hybrid Cascaded Neural Network for Liver Lesion SegmentationCode0
Bi-Directional ConvLSTM U-Net with Densley Connected ConvolutionsCode1
Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks—0
Deep Active Lesion SegmentationCode0
D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentationCode0
Mask Mining for Improved Liver Lesion Segmentation—0
Skin Lesion Segmentation and Classification for ISIC 2018 by Combining Deep CNN and Handcrafted Features—0
Automatic acute ischemic stroke lesion segmentation using semi-supervised learning—0
Hierarchical Fine-Tuning for joint Liver Lesion Segmentation and Lesion Classification in CT—0
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image SegmentationCode0
Predicting Clinical Outcome of Stroke Patients with Tractographic FeatureCode0
Exploiting bilateral symmetry in brain lesion segmentation—0
X-Net: Brain Stroke Lesion Segmentation Based on Depthwise Separable Convolution and Long-range DependenciesCode0
CLCI-Net: Cross-Level fusion and Context Inference Networks for Lesion Segmentation of Chronic StrokeCode0
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