Ensemble Learning of Multiple-View 3D-CNNs Model for Micro-Nodules Identification in CT Images

Ensemble Learning of Multiple-View 3D-CNNs Model for Micro-Nodules Identification in CT Images

Numerous automatic systems of pulmonary nodules detection have been proposed, but very few of them have been consecrated to micro-nodules (diameter < 3 mm) even though they are regarded as the earliest manifestations of lung cancer. Moreover, most available systems present high false posi...

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Bibliographic Details
Main Authors: Patrice Monkam, Shouliang Qi, Mingjie Xu, Haoming Li, Fangfang Han, Yueyang Teng, Wei Qian
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Computed tomography (CT) images
3D convolutional neural networks
ensemble learning
image classification
lung cancer
micro-nodules
Online Access:https://ieeexplore.ieee.org/document/8586874/

Internet

https://ieeexplore.ieee.org/document/8586874/

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