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Designed for medical imaging data preprocesing, two types of normalization are implemented:

  1. Medical imaging mask inerpolation.
  2. SR image interpolation through Z directions (i.e., thick-slices to thin-slices) with arbitrary user-selected sampling ratios.

from KevinSR import mask_interpolation, SOUP_GAN

for mask interp

new_masks = mask_interpolation(masks, factor)

for SR image interp

thin_slices = SOUP_GAN(thick_slices, factor, prep_type)

#prep_type = 0 or 1 for different preprocessing types (thick-to-thin or thin-to-thin).

Release files for KevinSR 0.1.20

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Source distribution for KevinSR 0.1.20
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Release files / KevinSR-0.1.20.tar.gz

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