Name
Title | ||
|---|---|---|
Towards intelligent robust detection of anatomical structures in incomplete volumetric data. |
Abstract | ||
|---|---|---|
•Multi-scale DRL with robust statistical shape modeling for anatomy detection.•Multi-scale processing enables real-time speed and high detection accuracy.•Robust and principled recognition of anatomy that is missing from the field-of-view.•Extensive experiments on up to 50 anatomical landmarks and over 5000 3D-CT scans. |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1016/j.media.2018.06.007 | Medical Image Analysis |
Keywords | Field | DocType |
Deep learning,Deep reinforcement learning,Multi-scale detection,Scale-space modeling,Robust statistical shape-modeling,M-estimator sample consensus,Incomplete 3D-data,Real-time detection | Computer vision,Brute-force search,Pattern recognition,Spatial coherence,Statistical shape modeling,Artificial intelligence,Estimation theory,Deep learning,Anatomical structures,Volumetric data,Mathematics,Reinforcement learning | Journal |
Volume | ISSN | Citations |
48 | 1361-8415 | 1 |
PageRank | References | Authors |
0.35 | 36 | 6 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Florin C. Ghesu | 1 | 96 | 9.17 |
| Bogdan Georgescu | 2 | 1638 | 138.49 |
| Sasa Grbic | 3 | 82 | 13.77 |
| Andreas K. Maier | 4 | 560 | 178.76 |
| Joachim Hornegger | 5 | 1734 | 190.62 |
| Dorin Comaniciu | 6 | 8389 | 601.83 |