Computer-Aided Diagnosis of Pulmonary Fibrosis Using Deep Learning and CT Images

Objectives The objective of this study is to assess the performance of a computer-aided diagnosis (CAD) system (INTACT system) for the automatic classification of high-resolution computed tomography images into 4 radiological diagnostic categories and to compare this with the performance of radiologists on the same task. Materials and Methods For the comparison, a total of 105 cases of pulmonary fibrosis were studied (54 cases of nonspecific...