The criticality Index-mortality: A dynamic machine learning prediction algorithm for mortality prediction in children cared for in an ICU

• Main Authors: Anita K Patel (Author), Eduardo Trujillo-Rivera (Author), Hiroki Morizono (Author), Murray M. Pollack (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundThe Criticality Index-Mortality uses physiology, therapy, and intensity of care to compute mortality risk for pediatric ICU patients. If the frequency of mortality risk computations were increased to every 3 h with model performance that could improve the assessment of severity of illness,...