Authorities say Johnston faces three counts of murder and four counts of aggravated assault in the Thursday shooting at Doctors Hospital in Columbus, Ga.
Police Chief Ricky Boren says Johnston went to the hospital to punish the nurse he blamed for the death of his mother.
The shooting victims included a nurse, an administrative assistant and a man getting out of his car.