Anisotropic 2-D and 3-D averaging of fMRI signals
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Author(s)
Detail(s)
| Original language | English |
|---|---|
| Pages (from-to) | 86-93 |
| Journal / Publication | IEEE Transactions on Medical Imaging |
| Volume | 20 |
| Issue number | 2 |
| Publication status | Published - Feb 2001 |
| Externally published | Yes |
Link(s)
Abstract
A novel method for denoising functional magnetic resonance imaging temporal signals is presented in this note. The method is based on progressively enhancing the temporal signal by means of adaptive anisotropic spatial averaging. This average is based on a new metric for comparing temporal signals corresponding to active fMRI regions. Examples are presented both for simulated and real two and three-dimensional data. The software implementing the proposed technique is publicly available for the research community.
Research Area(s)
- Anisotropic averaging, Fourier spectrum, Functional MRI, Signal metrics
Citation Format(s)
Anisotropic 2-D and 3-D averaging of fMRI signals. / Solé, Andres Fco.; Ngan, Shing-Chung; Sapiro, Guillermo; Hu, Xiaoping; López, Antonio.
In: IEEE Transactions on Medical Imaging, Vol. 20, No. 2, 02.2001, p. 86-93.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
