A disentangled generative model for disease decomposition in chest X-rays via normal image synthesisMedical Image Analysis - Tập 67 - Trang 101839 - 2021
Tang Youbao, Tang Yuxing, Summers Ronald M., Zhu Yingying, Xiao Jing
The interpretation of medical images is a complex cognition procedure requiring cautious observation, precise understanding/parsing of the normal body anatomies, and combining knowledge of physiology and pathology. Interpreting chest X-ray (CXR) images is challenging since the 2D CXR images show the superimposition on internal organs/tissues with low resolution and poor boundaries. Unlike previous...... hiện toàn bộ
#Chest radiography (X-ray) #Medical image synthesis #Disentangled representation learning #Disease decomposition