False-Positive Reduction on Lung Nodules Detection in Chest Radiographs by Ensemble of Convolutional Neural Networks

False-Positive Reduction on Lung Nodules Detection in Chest Radiographs by Ensemble of Convolutional Neural Networks

Aiming at the problem that traditional lung nodules detection method can only get low sensitivities with a lot of false positives, we propose a new framework of ensemble of convolutional neural networks (E-CNNs) and use it to significantly reduce the number of false positive on lung nodules detectio...

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Bibliographic Details
Main Authors: Chaofeng Li, Guoce Zhu, Xiaojun Wu, Yuanquan Wang
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Chest radiographs (CXRs)
lung nodules detection
convolutional neural network (CNN)
ensemble learning
Online Access:https://ieeexplore.ieee.org/document/8319989/

Internet

https://ieeexplore.ieee.org/document/8319989/

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