Apply the Marchenko Pastur denoising (Veraart et al, NeuroImage 142 (2016) 394–406)
Input time series image
Type: Image4DFloat, Required, Single
Type: Image4DBool, Optional, Single
Pre-filter Noise std
Estimated noise before MP-PCA filter was applied
Post-filter Noise std
Estimated noise after denoising
Average number of pricinpal components used in each voxel.
Set the size of the window. As a rule of thumb, the number of voxels in the window should be higher than the number of frames in the series.
Number of CPUs Text
Set the number of threads to use in the calculations. Can be an integer or “auto”, which uses N-1 CPUs, where N is the number of CPUs of the system
Batch size Number
Set the number of windows to calculate per batch.
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