Characterizing the Impact of Training Data on Generalizability: Application in Deep Learning to Estimate Lung Nodule Malignancy Risk

The deep learning artificial intelligence algorithm for pulmonary nodule malignancy risk assessment on low-dose CT scans reached peak performance before using the full training dataset.