The discussion here might be helpful for you: The Slice view is of different intensity than the actual object
It looks like the DICOM header for your files is incorrect about the data contained. Your data is 16 bit, but the header is telling Slicer that it is 12 bit. That leads to an overflow error which results in your high voxel values looking like low voxel values.