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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 451–500 of 640 papers

TitleStatusHype
Geometric Loss for Deep Multiple Sclerosis lesion Segmentation—0
Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation—0
Brain Stroke Lesion Segmentation Using Consistent Perception Generative Adversarial Network—0
The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image ClassificationCode0
A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability—0
DONet: Dual Objective Networks for Skin Lesion Segmentation—0
A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple SclerosisCode0
Implanting Synthetic Lesions for Improving Liver Lesion Segmentation in CT Exams—0
Multiple Sclerosis Lesion Activity Segmentation with Attention-Guided Two-Path CNNs—0
Accurate Lung Nodules Segmentation with Detailed Representation Transfer and Soft Mask Supervision—0
One Click Lesion RECIST Measurement and Segmentation on CT Scans—0
Automatic Ischemic Stroke Lesion Segmentation from Computed Tomography Perfusion Images by Image Synthesis and Attention-Based Deep Neural Networks—0
Automatic lesion detection, segmentation and characterization via 3D multiscale morphological sifting in breast MRI—0
A Characteristic Function-based Algorithm for Geodesic Active Contours—0
Pathological myopia classification with simultaneous lesion segmentation using deep learning—0
Co-Heterogeneous and Adaptive Segmentation from Multi-Source and Multi-Phase CT Imaging Data: A Study on Pathological Liver and Lesion Segmentation—0
A Contrast-Adaptive Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple SclerosisCode0
Progressive Adversarial Semantic Segmentation—0
Less is More: Sample Selection and Label Conditioning Improve Skin Lesion SegmentationCode0
Joint Liver Lesion Segmentation and Classification via Transfer Learning—0
4D Deep Learning for Multiple Sclerosis Lesion Activity Segmentation—0
Spectral GUI for Automated Tissue and Lesion Segmentation of T1 Weighted Breast MR Images—0
Cascaded Context Enhancement Network for Automatic Skin Lesion Segmentation—0
A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentationCode0
An automatic COVID-19 CT segmentation network using spatial and channel attention mechanism—0
Lesion Conditional Image Generation for Improved Segmentation of Intracranial Hemorrhage from CT Images—0
Semi-supervised few-shot learning for medical image segmentation—0
Automatic Lesion Detection System (ALDS) for Skin Cancer Classification Using SVM and Neural Classifiers—0
Bi-directional Dermoscopic Feature Learning and Multi-scale Consistent Decision Fusion for Skin Lesion Segmentation—0
Automatic lesion segmentation and Pathological Myopia classification in fundus images—0
Improved inter-scanner MS lesion segmentation by adversarial training on longitudinal data—0
Domain Adaptive Medical Image Segmentation via Adversarial Learning of Disease-Specific Spatial Patterns—0
4D Deep Learning for Multiple-Sclerosis Lesion Activity Segmentation—0
Automatic segmentation of stroke lesions in non-contrast computed tomography with convolutional neural networks—0
Weakly Supervised Lesion Co-segmentation on CT Scans—0
Weakly-Supervised Lesion Segmentation on CT Scans using Co-Segmentation—0
Breast lesion segmentation in ultrasound images with limited annotated data—0
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
Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks—0
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