Identification of COPD From Multi-View Snapshots of 3D Lung Airway Tree via Deep CNN

Identification of COPD From Multi-View Snapshots of 3D Lung Airway Tree via Deep CNN

Chronic obstructive pulmonary disease (COPD) is associated with morphologic abnormalities of airways with various patterns and severities. However, the way of effectively representing these abnormalities is lacking and whether these abnormalities enable to distinguish COPD from healthy controls is u...

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Bibliographic Details
Main Authors: Ran Du, Shouliang Qi, Jie Feng, Shuyue Xia, Yan Kang, Wei Qian, Yu-Dong Yao
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Chronic obstructive pulmonary disease (COPD)
deep learning
convolutional neural networks
computed tomography (CT)
airway
image classification
Online Access:https://ieeexplore.ieee.org/document/9000819/

Internet

https://ieeexplore.ieee.org/document/9000819/

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