Doctors diagnosed 160 inmates and a handful of employees at the Parnall Road State Prison in Jackson.
Symptoms started turning up on Saturday and peaked on Wednesday.
The facility holds about 1,300 prisoners and is minimum security.
Sick inmates have been isolated and clean-up crews have disinfected the prison.
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