Stuart Hebert was born and raised in Lafayette. He attended Baylor University for undergraduate studies, and completed medical school at LSU in Shreveport. His intern year of internal medicine and diagnostic radiology residency were spent at the University of North Carolina at Chapel Hill, where he was selected to be chief resident. Following residency, he completed an abdominal imaging fellowship at Duke University.