Complex sentence: Diagnosis is based on a person's medical history, however this is difficult as people are usually secretive about their binge eating and purging habits.
Split into simpler sentences: Diagnosis is based on a person's medical history. However, this is difficult as people are usually secretive about their binge eating and purging habits.