Potential of deep learning in assessing pneumoconiosis depicted on digital chest radiography.

Our experimental results demonstrated that the deep leaning solution could achieve a relatively better performance in classification as compared with other models and the certified radiologists, suggesting the feasibility of deep learning techniques in screening pneumoconiosis.