Correlation

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Correlation

The Correlation model allows correlating the time vectors in each pixel with an arbitrary reference signal, for instance an activation vector.

Acquisition and Data Requirements

Image Data

Any dynamic volume data.

Model Preprocessing

The reference signal will be used for the pixelwise correlation must be defined as a file or as a VOI.

PXMOD Correlation Model Pre-Processing

Index

The index of the element in the cross correlation vector to return as rc.

It is shown in the Results panel of model preprocessing.

PXMOD Correlation Model Pre-Processing Result

Model Configuration

Images of the following parameters can be generated

PXMOD Correlation Model Parameter

r

Pearson correlation coefficient.

p

Significance level, at which the null hypothesis of zero Pearson correlation is disproved.

z

Fisher's z for Pearson correlation.

rr

Spearman's rank correlation.

rs

Two-sided significance that rank correlation deviates from zero.

rc

The value of the signal cross correlation vector a the index defined below.