Using SimpleITK to Convert Dicom to Nifiti With Misleading Series Tags

Slicer has a setting that allows you to choose between GDCM and DCMTK for reading DICOM. I believe the default is GDCM, and also by default DCMTK will be used as fallback when GDCM fails.

Also note that Slicer sorts the instances geometrically prior to passing the list to either GDCM and DCMTK.