The automatic pulmonary segmentation for chest X-ray(CXR) plays an important role in assisting diagnosis. Many deep learning methods have the problems of high computational complexity and low segmentation accuracy. which hinder the application to clinical workstations. Therefore. https://www.lightemupsequences.com/limited-save-Custom-Congratulations-Banner-p4839-hot-choice/