Multi-resolution convolutional networks for chest X-ray radiograph based lung nodule detection

作者:

Highlights:

• Multi-resolution CNN-based lung nodule detection method was proposed.

• Four different fusion methods were employed for classification.

• The proposed method shows much better performance and robustness than previous research.

摘要

•Multi-resolution CNN-based lung nodule detection method was proposed.•Four different fusion methods were employed for classification.•The proposed method shows much better performance and robustness than previous research.

论文关键词:Computer-aided detection,x-ray radiograph,Lung nodule detection,Multi-resolution patch-based convolutional neural network

论文评审过程:Received 17 October 2018, Revised 23 October 2019, Accepted 23 October 2019, Available online 28 October 2019, Version of Record 3 March 2020.

论文官网地址:https://doi.org/10.1016/j.artmed.2019.101744