I wanted the algorithm to make all the features important to...

I wanted the algorithm to make all the features important to radiologists degrade at the same rate - both the edges of large tumors and the smallest calcium deposits. I tried several approaches and eventually got a balance that seemed reasonable, based on what radiologists tell me they want.