Estimating Total Lung Volume from Pixel-Level Thickness Maps of Chest Radiographs Using Deep Learning

A deep learning model successfully estimated lung thickness maps and total lung volumes from chest radiographs, demonstrating strong correlation with CT-derived measurements.