I basically don't know anything about medicine and would like to learn it.
But if you want to feel smart at parties (and who doesn’t), start by reading books by Oliver Sacks.
https://www.oliversacks.com/books-by-oliver-sacks/
Dee Unglaub Silverthorn; Human Physiology: An Integrated Approach