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Adding QC functionality based on voxel intensity distributions #54

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@tknijnen

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@tknijnen

To identify outlier FoVs, we would like to add an additional QC metric which is based on the distribution of the intensities of voxels in the FoV for a particular channel. We want to compute:

  1. a vector with the overall distribution of intensity values (across all three dimensions) and
  2. a scalar representing the entropy of this distribution.

Outliers can then be detected by comparing this vector and/or this scalar across a group of FoV, and calculate which ones are far away from the bulk of FoVs.

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