i am a hospital physician with a career long interest since I was a student of understanding my work in terms of mathematics, mainly probability theory. For this reason my concepts often differ from those whose training has been in mathematics and statistics. I am the originator and lead author of the Oxford Handbook of Clinical Diagnosis, which not only teaches the basic facts needed but also the intricacies of diagnostic reasoning and how they can be expressed in terms of probability theory.