Name
Title | ||
|---|---|---|
Generalized tensor-based morphometry of HIV/AIDS using multivariate statistics on deformation tensors. |
Abstract | ||
|---|---|---|
This paper investigates the performance of a new multivariate method for tensor-based morphometry (TBM). Statistics on Riemannian manifolds are developed that exploit the full information in deformation tensor fields. In TBM, multiple brain images are warped to a common neuroanatomical template via 3-D nonlinear registration; the resulting deformation fields are analyzed statistically to identify ... |
Year | DOI | Venue |
|---|---|---|
2008 | 10.1109/TMI.2007.906091 | IEEE Transactions on Medical Imaging |
Keywords | Field | DocType |
Human immunodeficiency virus,Acquired immune deficiency syndrome,Statistics,Tensile stress,Testing,Image analysis,Magnetic analysis,Jacobian matrices,Magnetic resonance imaging,Brain | Computer vision,Jacobian matrix and determinant,Tensor,Multivariate statistics,Tensor field,Stress (mechanics),Artificial intelligence,Deformation (mechanics),Univariate,Multivariate analysis,Mathematics | Journal |
Volume | Issue | ISSN |
27 | 1 | 0278-0062 |
Citations | PageRank | References |
63 | 2.98 | 39 |
Authors | ||
12 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Natasha Lepore | 1 | 134 | 15.80 |
| Caroline C. Brun | 2 | 93 | 6.42 |
| Yi-Yu Chou | 3 | 290 | 22.25 |
| Ming-chang Chiang | 4 | 997 | 54.25 |
| Rebecca Dutton | 5 | 352 | 24.16 |
| Kiralee M. Hayashi | 6 | 308 | 18.42 |
| Eileen Luders | 7 | 198 | 14.54 |
| Oscar Lopez | 8 | 282 | 22.65 |
| Howard Aizenstein | 9 | 444 | 38.76 |
| Arthur W. Toga | 10 | 3128 | 261.46 |
| James Becker | 11 | 467 | 34.93 |
| Paul Thompson | 12 | 3860 | 321.32 |