PNG or TIFF – Do You Know Which Format Won’t Hurt Your Scanned Photos?

Good points.

My summary: saving images on your computer: use PNG. Archiving: use TIFF.

I really don't believe using lossless compression will affect the image (as the author seems to worry about it).