I know SimpleITK can read 3d images in Nifty (.nii) format, and also that it supports nii.gz compressed version. However, I am not able to load nii.zip files. These files throw error if I try to unzip/extract them directly, and also not recognized as one of the readable formats by SimpleITK.
Dataset for reference can be found in: https://academictorrents.com/details/27772adef6f563a1ecc0ae19a528b956e6c803ce
I downloaded the same dataset a while ago, I did not experiment with it thoroughly, but here is my experience:
I am able to unzip the nii.zip files succesfully
I am using Aliza to view the unzipped scans
Solution for reading zipped files