Development of a modified 3D region proposal network for lung nodule detection in computed tomography scans: a secondary analysis of lung nodule datasets

Abstract Background Low-dose computed tomography (LDCT) has been shown useful in early lung cancer detection. This study aimed to develop a novel deep learning model for detecting pulmonary nodules on chest LDCT images. Methods In this secondary analysis, three lung nodule datasets, including Lung N...

Full description

Bibliographic Details

Published in:	Cancer Imaging
Main Authors:	Chia-Ying Lin, Shu-Mei Guo, Jenn-Jier James Lien, Tzung-Yi Tsai, Yi-Sheng Liu, Chao-Han Lai, I-Lin Hsu, Chao-Chun Chang, Yau-Lin Tseng
Format:	Article
Language:	English
Published:	BMC 2024-03-01
Subjects:	Anchor Assignment Computer-aided detection system Ground glass nodules LUNA16 dataset 3D region proposal network
Online Access:	https://doi.org/10.1186/s40644-024-00683-x