I am unable to understand this behavior. The note about slice sizes varying makes me think that this dataset has been manipulated by different tools. I would check the provenance and see if the DICOMs exported directly from the scanner convert correctly. Feel free to share this dataset with my institutional email if you want more feedback:

  https://sc.edu/study/colleges_schools/ar...