The team expects Anthony to be out until the end of this week, though Anthony told a New York radiostation on Wednesday that he didn't know when he'd return.
He told London radiostation LBC 97.3: "I don't believe politicians should get honours", adding that he "was paid very good money to be the mayor of London" and voters' recognition was reward enough for him.