A medical sensing device contained in a sheet or mattress pad. The sensing device comprises a number of sets of sensors, each equipped for detecting a characteristic of a patient proximate the device. The characteristic is sent to a processor which determines whether the characteristic is within a pre-determined parameter. If not, an alarm is sounded.