Has it ever been addressed why Galifreyans and Humans look alike?

Whenever someone asks The Doctor, "But, you look human?", he replies, "You look Gallifreyan."

Has this ever been mentioned in the canon why this resemblance between two different races exist? Do they share the same origin or, is the human race an accidental by-product of an ancient cloning experiment, or something?