Perfect! That dealt with the consistency issue. I wonder why the scaled_px alone was not being transformed in the same fashion. Anyways great catch and thank you! I am still not able to make the window and level reflect what we see clinically though. I tried the code above and im.windowed(w=80 L=40), but no luck.They still look much darker than they should: