Empirical
Based on experience and observation, rather than systematic logic.
Experienced physicians often use empirical reasoning to make diagnoses, based on having seen many cases over the years.
Less-experienced physicians are more likely to use diagnostic guides and manuals.
In practice, both approaches (if properly applied) will usually come up with the same diagnosis