Clarke obtained an undergraduate degree came from Harvard College and a medical degree from the University of Pennsylvania.
Based in Boston, Clarke specialized in otology and published several books including Sex in Education; or, A Fair Chance for the Girls.
He held a teaching position at Harvard Medical School from 1855 to 1872.