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
Object recognition in medical images via anatomy-guided deep learningMedical Image Analysis - Tập 81 - Trang 102527 - 2022
Chao Jin, Jayaram K. Udupa, Liming Zhao, Yubing Tong, Dewey Odhner, Gargi Pednekar, Sanghita Nag, Sharon Lewis, Nicholas Poole, Sutirth Mannikeri, Sudarshana Govindasamy, Aarushi Singh, Joe Camaratta, Steve Owens, Drew A. Torigian