Single Inspiratory Chest CT–based Generative Deep Learning Models to Evaluate Functional Small Airways Disease

A generative deep learning model for parametric response mapping using only inspiratory chest CT showed high performance in detecting functional small airways disease and generated reliable paired expiratory CT images.