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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 Lu
Published 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.
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