Atlanta police said in a news release that the shooting occurred early Sunday at Strikers Motorcycle Club.
The Fulton County Medical Examiner's Office says 44-year-old Fernando Wingfield was killed in the incident.
Police say another man underwent surgery after being shot multiple times. Two women were listed in stable condition. No information was released about the fifth person.
Authorities have not released further information about the shooting.
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