Expected Results:

The expected results of the proposed project include a prognostic software package which can be used for the automatic mass diagnostic screening of chest X-ray radiographs to detect, evaluate and monitor pneumoconiosis. Given the black lung can continue to progress after coal dust exposure ceases and severe symptoms can emerge up to 15 years later, early detection and tracking the progress of pneumoconiosis are important for taking measures and precautions, and treating the complications caused by the disease. It is expected that the results produced from the proposed software package will be comparable to experienced radiologists, thus potentially hastening vital diagnosis and treatment capabilities.