A third generation physician, Wheeler entered Kansas City Junior College in 1942, transferring to University of Louisville in 1944 and earned a B.A.
A third-generation medical practitioner, Wheeler attended Kansas City Junior College in 1942 and later transferred to the University of Louisville in 1944, earning a B.A.