A practitioner of physic, i.e. a specialist in internal medicine, especially as opposed to a surgeon; a practitioner who treats with medication rather than with surgery.
A medical doctor trained in human medicine.
How often have the words doctor of medicine and physician occurred in a corpus of books? (source: Google Ngram Viewer )