Physicians in ancient Greece understood that smelling the breath of their patients can assist in diagnosis. However, while this rather primitive diagnostic method hasn't changed much over the centuries, there has been an increasing interest in recent years in improving methods of noninvasive early diagnosis for numerous metabolic and infectious diseases.