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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 601625 of 640 papers

TitleStatusHype
Sequential 3D U-Nets for Biologically-Informed Brain Tumor Segmentation0
Liver lesion segmentation informed by joint liver segmentation0
Tversky loss function for image segmentation using 3D fully convolutional deep networksCode0
Neural Network-Based Automatic Liver Tumor Segmentation With Random Forest-Based Candidate Filtering0
Automatic Liver Lesion Segmentation Using A Deep Convolutional Neural Network Method0
A Fully-Automated Pipeline for Detection and Segmentation of Liver Lesions and Pathological Lymph Nodes0
Semi-Supervised Deep Learning for Fully Convolutional NetworksCode0
Global and Local Information Based Deep Network for Skin Lesion Segmentation0
Skin lesion segmentation based on preprocessing, thresholding and neural networks0
Automatic skin lesion segmentation with fully convolutional-deconvolutional networksCode0
Transfer Learning by Asymmetric Image Weighting for Segmentation across Scanners0
RECOD Titans at ISIC Challenge 2017Code0
Automatic Skin Lesion Segmentation using Semi-supervised Learning Technique0
Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis0
Segmenting Dermoscopic Images0
LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network0
Using Deep Learning Method for Classification: A Proposed Algorithm for the ISIC 2017 Skin Lesion Classification Challenge0
Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for the Diagnosis of Skin LesionsCode0
A Novel Multi-task Deep Learning Model for Skin Lesion Segmentation and Classification0
Skin Lesion Analysis Towards Melanoma Detection Using Deep Learning Network0
Skin cancer reorganization and classification with deep neural network0
ISIC 2017 - Skin Lesion Analysis Towards Melanoma Detection0
Supervised Saliency Map Driven Segmentation of the Lesions in Dermoscopic ImagesCode0
II-FCN for skin lesion analysis towards melanoma detection0
Spatially Aware Melanoma Segmentation Using Hybrid Deep Learning Techniques0
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