Neuromonitoring of critically ill patients in the intensive care unit (ICU) is challenging. Clinical scoring systems produce insufficient information with deeply sedated patients, and disturbances of normal hemostasis limit the use of invasive intra-cranial pressure measurements. EEG based monitoring algorithms have been introduced into the operation theater and general anaesthesia, but these algorithms cannot be used in the intensive care setting without modifications. EEG is also susceptible to electrical disturbances, such as those created by patient movement.