 His grandfather Joseph Jones was also a physician and served in the medical department of the Confederate States Army during the American Civil War.In this way, Bayne-Jones was influenced in his future career choice.Bayne-Jones attended the Dixon Academy in Covington, Louisiana and then enrolled the Yale University.