Problems in use .nrrd format from 3d slicer in python.

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This is normal - Slicer shows patient coordinates and it looks like your images are slightly rotated with respect to patient.

https://www.slicer.org/wiki/Coordinate_systems

You can change this in slicer with the button labelled 4 in this image.