Mingying Dai

A hybrid CNN-transformer network with global-local context feature aggregation for lung medical image segmentation

Accurate lung segmentation is a key prerequisite for computer-aided diagnosis of pulmonary diseases on chest CT and X-ray images. Lung segmentation, however, remains highly challenging due to the complex anatomy of the lung, ambiguous lesion boundaries, low tissue contrast, and t...