Application of Few-Shot Medical Image Segmentation with Multilevel Prototype Optimization in Lung Diseases

We reviewed the data of hospitalized patients with secondary pulmonary tuberculosis, pulmonary aspergillosis, and lung adenocarcinoma at Shandong Public Health Clinical Center from January 2020 to January 2024. A total of 100 cases of secondary pulmonary tuberculosis, 51 cases of pulmonary aspergillosis and 51 cases of pulmonary adenocarcinoma were selected.