The 29-year-old had to miss Leeds' 4-1 FA Cup defeat to Arsenal at Elland Road due to injury.
With Danny Mills on a season's loan at Middlesbrough, caretaker manager Eddie Gray chose Frazer Richardson as Kelly's replacement.
Kelly is, however, set to return to full training within a week.