This document discusses smart medical devices in the ICU. It outlines common illnesses treated in the ICU like respiratory, renal and heart failure. It describes current treatment methods like mechanical ventilation, dialysis and ventricular assist devices. However, these require constant monitoring and tuning by medical experts. The proposed method involves smart medical devices that can automatically tune treatment parameters based on patient conditions without expert supervision. This could increase treatment efficiency and help patients leave the ICU sooner.