Using Probability in Medical Diagnosis: A Headache Example07/01/2016 Tagged With: bayes, bayesian, diagnose, diagnosis, headache, likelihood, Medical, medication overuse, migraine, probabilityA medical diagnosis does not arrive as a flash of insight. Instead, physicians use a sequential process heavily influenced by an understanding of probability.