Your reaction from missing the appointment is probably deeply embedded in your brain and probably triggers you. I have found that my setting a reminder the day before my appointment helps a lot. This first reminder sort of puts the appointment back on the radar, then I have the reminder/alarm go off about two hours before I need to be there.
Most docs will waive off the missed appointment fee the first time