Multi-Resolution CNN and Knowledge Transfer for Candidate Classification in Lung Nodule Detection

Multi-Resolution CNN and Knowledge Transfer for Candidate Classification in Lung Nodule Detection

The automatic lung nodule detection system can facilitate the early screening of lung cancer and timely medical interventions. However, there still exist multiple nodule candidates produced by initial rough detection in this system, and how to determine authenticity is a key problem. As this work is...

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Bibliographic Details
Main Authors: Wangxia Zuo, Fuqiang Zhou, Zuoxin Li, Lin Wang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Convolutional neural network
lung nodule candidate classification
multi-resolution model
knowledge transfer
Online Access:https://ieeexplore.ieee.org/document/8662660/

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