Name
Title | ||
|---|---|---|
Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound. |
Abstract | ||
|---|---|---|
•Multi-scale estimation of statistics of ultrasonic backscattering from tissues.•Ultrasonic signal confidence estimation for fidelity of statistics estimation.•Machine learning of US statistical physics and signal confidence of heterogeneous tissue.•Use of the framework for heterogeneous atherosclerotic plaque characterization.•Probabilistic characterization of co-localized heterogeneous tissues. |
Year | DOI | Venue |
|---|---|---|
2014 | 10.1016/j.media.2013.10.002 | Medical Image Analysis |
Keywords | Field | DocType |
Intravascular ultrasound,Tissue characterization,Nakagami distribution,Ultrasound signal confidence,Machine learning | Statistical physics,Ultrasonic sensor,Heterogeneous tissue,Intravascular ultrasound,Pattern recognition,Backscatter,Artificial intelligence,Labeled data,Random forest,Mathematics | Journal |
Volume | Issue | ISSN |
18 | 1 | 1361-8415 |
Citations | PageRank | References |
3 | 0.52 | 15 |
Authors | ||
10 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Debdoot Sheet | 1 | 92 | 17.01 |
| Athanasios Karamalis | 2 | 121 | 10.12 |
| Abouzar Eslami | 3 | 119 | 15.85 |
| Peter B Noel | 4 | 9 | 4.65 |
| Jyotirmoy Chatterjee | 5 | 97 | 10.89 |
| Ajoy K Ray | 6 | 95 | 7.89 |
| Andrew F. Laine | 7 | 747 | 83.01 |
| Stephane G Carlier | 8 | 49 | 4.74 |
| Nassir Navab | 9 | 6594 | 578.60 |
| Amin Katouzian | 10 | 219 | 22.66 |