Analysis of Functional MRI Data using Clustering Algorithm

Name: Analysis of Functional MRI Data using Clustering Algorithm
Brand: LAP Lambert Academic Publishing
SKU: 9783659687730
Price: 173.32 RON
Availability: InStock

Autor: Ramesh Babu N

Limbă:

Legare: Carte broșată

Editura: LAP Lambert Academic Publishing

Disponibilitate: În depozitul extern

Expediem în 5-8 zile

173.32 lei

The utilization of contextual information was studied for the analysis of fMRI data. The approach co...

Informații despre carte

Autor

Ramesh Babu N

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2016

Pagini

EAN

9783659687730

ISBN

3659687731

Enbook ID

15470179

Editura

LAP Lambert Academic Publishing

Greutate

118

Dimensiuni

150 x 220 x 4

Descriere completă

The utilization of contextual information was studied for the analysis of fMRI data. The approach consisted of two phases: computation of a statistical parametric map and activation detection by contextual clustering. The iterative clustering algorithm presented in this work is based on Besag's ICM algorithm. Our contribution has been to apply and evaluate the ICM in the context of hypothesis testing and statistical parametric maps. The results indicate that the power of the developed contextual algorithm is superior to that of conventional voxel-by-voxel thresholding of a statistical parametric map. Although fMRI data were used to test the algorithm, the construction of the algorithm is general and it can be used to detect objects with unknown distribution from a known background distribution in other similar problems as well.

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Analysis of Functional MRI Data using Clustering Algorithm

Informații despre carte

Descriere completă

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și