Pulmonary Artery–Vein Classification

Benchmarks

Most implemented

Linking convolutional neural networks with graph convolutional networks: application in pulmonary artery-vein separation

2019-09-01 · 구현 1개

Papers

Linking convolutional neural networks with graph convolutional networks: application in pulmonary artery-vein separation

2019-09-01 · Preprint 2019 9 · Zhiwei Zhai, Marius Staring, Xuhui Zhou, Qiuxia Xie 외

Graph Convolutional Networks (GCNs) are a novel and powerful method for dealing with non-Euclidean data, while Convolutional Neural Networks (CNNs) can learn features from Euclidean data such as images. In this work, we …

3D Medical Imaging Segmentation Medical Image Segmentation Pulmonary Artery–Vein Classification Pulmorary Vessel Segmentation

Pulmonary Artery–Vein Classification in CT Images Using Deep Learning

2018-05-04 · IEEE Transactions on Medical Imaging ( Volume: 37 , Issue: 11 , Nov. 2018 ) 2018 5 · Pietro Nardelli, Daniel Jimenez-Carretero, David Bermejo-Pelaez, George R. Washko 외

Recent studies show that pulmonary vascular diseases may specifically affect arteries or veins through different physiologic mechanisms. To detect changes in the two vascular trees, physicians manually analyze the chest …

3D Medical Imaging Segmentation Computed Tomography (CT)Decision Making Deep Learning+4

Pulmonary Artery–Vein Classification

Benchmarks

LUMC

SunYs

Most implemented

Linking convolutional neural networks with graph convolutional networks: application in pulmonary artery-vein separation

Papers

Linking convolutional neural networks with graph convolutional networks: application in pulmonary artery-vein separation

Pulmonary Artery–Vein Classification in CT Images Using Deep Learning