Denoising Functional MRI: A Comparative Study of Denoising Techniques (2D).

Autor: Kim, Sun I., Suh, Tae Suk, Magjarevic, R., Nagel, J. H., Mohamed, Mohamed Azim, Abou-Chadi, Fatma, Ouda, Bassem K.
Zdroj: World Congress on Medical Physics & Biomedical Engineering 2006; 2007, p913-920, 8p
Abstrakt: this paper presents a comparative study of different denoising techniques applied to functional magnetic resonance imaging (fMRI) data. The performance of these techniques was investigated using a simulated fMRI time series data with a set of predefined noise levels. The performance of these techniques was evaluated with respect to two quantitative measures; signal-to-noise ration (SNR), and shape preservation. As a result of the comparative study it has been found that denoising using Wavelet transform with reverse biorthogonal basis functions provides the best performance among all denoising techniques. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index