No, he can't tell you've been masturbating by looking at your penis. Unless you've left some lube on it or went a bit rough on it and have some abrasions - LOL.
However, he will probably assume that you do masturbate, since 99% of all 15 year olds (and older)do.

It doesn't matter. The doctor masturbates too!