Name
Title | ||
|---|---|---|
Automated anatomical labeling of a topologically variant abdominal arterial system via probabilistic hypergraph matching |
Abstract | ||
|---|---|---|
•We present a hypergraph representation of the abdominal arterial system as a family tree using a probabilistic graph matching framework.•In topology, the de fined family tree model is used for topological recognition of the abdominal artery system, and it is optimized by an HMM with a Markov chain.•For geometry, we use XGBoost ensemble learning with intrinsic geometric features for branch level labeling. |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1016/j.media.2021.102249 | Medical Image Analysis |
Keywords | DocType | Volume |
Abdominal aorta,Anatomical labeling,Hypergraph model,Probabilistic graph matching,Hidden Markov model,Multiclass classification,Topological constraints | Journal | 75 |
ISSN | Citations | PageRank |
1361-8415 | 0 | 0.34 |
References | Authors | |
0 | 9 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yue Liu | 1 | 441 | 84.32 |
| Xingce Wang | 2 | 49 | 23.54 |
| Zhongke Wu | 3 | 255 | 52.70 |
| Karen López-Linares | 4 | 6 | 2.86 |
| Iván Macía | 5 | 0 | 0.34 |
| Xudong Ru | 6 | 0 | 0.34 |
| Haichuan Zhao | 7 | 0 | 0.34 |
| Miguel Ángel González Ballester | 8 | 212 | 34.31 |
| Chong Zhang | 9 | 0 | 0.34 |