Detection of pulmonary nodules in chest radiographs: novel cost function for effective network training with purely synthesized datasets.

To our knowledge, this is the first study in which a method for detecting pulmonary nodules in chest X-ray images was evaluated on a real clinical dataset after being trained on fully synthesized images. The synthesized dataset is available at https://zenodo.org/records/10648433 .