Discrimination between transient and persistent subsolid pulmonary nodules on baseline CT using deep transfer learning.
Chuxi HuangWenhui LvChangsheng ZhouLi MaoQinmei XuXinyu LiLi QiFei XiaXiuli LiQirui ZhangLongjiang ZhangGuang Ming LuPublished in: European radiology (2020)
• Deep learning can be used for the discrimination between transient and persistent subsolid nodules. • A transfer learning model can achieve good performance when it is transferred from a model with a similar task. • With the assistance of deep learning model, a reliable diagnosis on nodule persistence can be achieved at baseline CT, which can bring a better patient care strategy.