Three patients and two staff members at St George Hospital in Kogarah contracted the virus. The hospital is treating all patients in the ward as close contacts.
Dr Anthony Holley, the President of the Australian and New Zealand Intensive Care Society, said it was very concerning but not unexpected.
"These are the most at-risk patients in many ways, particularly immunocompromised patients that might be found in an oncology ward.
