Prediction of lung cancer risk at follow-up screening with low-dose CT: a training and validation study of a deep learning method.
Prediction of lung cancer risk at follow-up screening with low-dose CT: a training and validation study of a deep learning method.
Peng Huang,C. Lin,17 Authors,S. Lam
2019 · DOI: 10.1016/s2589-7500(19)30159-1
The Lancet Digital Health · 105 Citations
TLDR
A more accurate screening protocol is developed by estimating the 3-year lung cancer risk after two screening CTs using deep machine learning (ML) of radiologist CT reading and other universally available clinical information.