External Test of a Deep Learning Algorithm for Pulmonary Nodule Malignancy Risk Stratification Using European Screening Data

A deep learning algorithm accurately estimated pulmonary nodule malignancy risk using baseline data from three European trials, retrospectively reducing false-positive classifications for indeterminate nodules while preserving sensitivity for cancer detection.