But there have been successful commercial applications of ML/AI working alongside radiologists safely as a tool for at least a couple decades.

With all the current interest in "AI" it's easy to forget that this is an old problem area, and current techniques don't fundamentally change anything. In most applications the biggest issues remain access to and quality of the data. For the right application though, you can do useful things.