Department of Computing, The Hong Kong Polytechnic University, Kowloon, Hong Kong.
JTEHM, Articles, Published ArticlesCloud-Based Automated Clinical Decision Support System for Detection and Diagnosis of Lung Cancer in Chest CT
Anum Masood, Po Yang, Bin Sheng, Huating Li, Ping Li, Jing Qin, Vitaveska Lanfranchi, Jinman Kim, David Dagan Feng
Early Access Note: Early Access articles are new content made available in advance of the final electronic or print versions and result from IEEE’s Preprint or Rapid Post processes. Preprint articles are peer-reviewed but not fully edited. Rapid Post articles are... Read more
Posted on 13 DEC 2019
TBME, Featured ArticlesLiving Donor-Recipient Pair Matching for Liver Transplant via Ternary Tree Representation with Cascade Incremental Learning
This work visually analyzes anatomical variants of liver vessels anatomy to maximize similarity for finding suitable living donor-recipient pairs. We leverage incremental learning in a cascade feature mapping way via updating input CTA training model to optimize segmentation capability. A ternary-tree-based approach is proposed to map all possible liver vessel variants into their respective tree topologies. The ternary tree in-order traversing is designed to efficiently compare the digital strings of two anatomically varied vessel structures to find a suitable match. Experiments through visual illustrations and quantitative analysis demonstrated our method computed very efficiently for finer visualization of liver tree structures... Read more
Posted on 30 JUL 2021