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