Surely you can't just 'forget' that you failed a medical before?
Perhaps, it's your integrity that should be questioned if you deliberately concealed it, or if you didn't pay attention to the form properly and ticked the wrong box, then it's your attention span (or attention to detail) that should be questioned?
Either way, I suggest write to the authority where you did your latest medical and inform them of your error.