Enhancing thoracic disease detection using chest X-rays from PubMed Central Open Access.
Lin Mingquan, Hou Bojian, Mishra Swati, +6 more·Computers in biology and medicine
Large chest X-rays (CXR) datasets have been collected to train deep learning models to detect thorax pathology on CXR. However, most CXR datasets are from single-center studies and the collected pathologies are often imbalanced. The aim of this study was to automatically construct a public, weakly-labeled CXR database…