Carl Muroi

Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care

Patients in the intensive care unit (ICU) require constant and close supervision. To assist clinical staff in this task, hospitals use monitoring systems that trigger audiovisual alarms if their algorithms indicate that a patient’s condition may be worsening. However, current monitoring systems are…