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Patients in the intensive care unit can frequently experience seizures, especially those suffering from traumatic brain injury (TBI). If undetected, seizures can be life-threatening and difficult to recognize clinically, especially non-convulsive seizures. In TBI patients, seizure activity can occur at later stages of injury, sometimes even more than seven days post-injury. To detect neurological deterioration and prevent secondary brain injury, it is critical to accurately monitor TBI patients over extended periods of time.