External validation of a convolutional neural network artificial intelligence tool to predict malignancy in pulmonary nodules.

The LCP-CNN score has better discrimination and allows a larger proportion of benign nodules to be identified without missing cancers than the Brock model. This has the potential to substantially reduce the proportion of surveillance CT scans required and thus save significant resources.