He would become a professor at University of Pennsylvania. In addition to that, Mitchell was president of the College of Physicians of Philadelphia. He would mentor Hideyo Noguchi, helping him get his start in Philadelphia, and co-author papers together on snake venom and toxicity for the University of Pennsylvania's medical journal.