My workplace is very nosy too. I find the passive aggressive approach works well.
"Why do you need time off?"
"For investigative abdominal surgery"
"Ooh what for?"
"To investigate my abdomen"
"Oh what's wrong?"
"That's what they're investigating..."
By that point they usually laugh it off and move on.