About Norman D. Randolph, Jr., MD. Norman D. Randolph, Jr., MD is an anesthesiologist, internal medicine doctor, and primary care doctor who practices at Hospital of the University of Pennsylvania located at 3400 Spruce Street in Philadelphia, PA 19104 (Philadelphia County). Dr. Norman D. Randolph, Jr. may be affiliated with: University Of Penn ....