He attended college at the University of Texas at Austin where he was named a Distinguished College Scholar. He attended medical school at Baylor College of Medicine and graduated as one of three students with highest honors. While there, he was elected into the Alpha Omega Alpha Honor Medical Society and was awarded the Dr. Y Alan Lambert Award for Excellence in Medicine. Dr. Langford then completed his residency training at the University of Virginia.