Deep learning predicts malignancy and metastasis of solid pulmonary nodules from CT scans

Deep learning predicts malignancy and metastasis of solid pulmonary nodules from CT scans

In the clinic, it is difficult to distinguish the malignancy and aggressiveness of solid pulmonary nodules (PNs). Incorrect assessments may lead to delayed diagnosis and an increased risk of complications. We developed and validated a deep learning-based model for the prediction of malignancy as wel...

Full description

Bibliographic Details
Main Authors: Junhao Mu, Kaiming Kuang, Min Ao, Weiyi Li, Haiyun Dai, Zubin Ouyang, Jingyu Li, Jing Huang, Shuliang Guo, Jiancheng Yang, Li Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-05-01
Series:Frontiers in Medicine
Subjects:
deep learning
malignancy
metastasis
solid pulmonary nodule
CT
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2023.1145846/full

Internet

https://www.frontiersin.org/articles/10.3389/fmed.2023.1145846/full

Similar Items