If I get a medical procedure that my health insurance covers and then I cancel my health insurance a month later, can they then decide to not cover it?

When I faced a similar situation, I had a medical procedure that was fully covered by my health insurance. I was feeling confident and thought about canceling my policy a month later because I wanted to save on premiums. However, I decided to dig a little deeper first.