Lower discharge and lower change in bed mobility Functional Independence Measure scores are associated with mortality in cancer patients in inpatient rehabilitation. Bed mobility could serve as a clinical tool for estimating medical prognosis in hospitalized cancer patients and should be validated in prospective studies.