Performance effectiveness of vital parameter combinations for early warning of sepsis-an exhaustive study using machine learning.
To carry out exhaustive data-driven computations for the performance of noninvasive vital signs heart rate (HR), respiratory rate (RR), peripheral oxygen saturation (SpO2), and temperature (Temp), considered both independently and in all possible combinations, for early detection of sepsis.
Author(s): Rangan, Ekanath Srihari, Pathinarupothi, Rahul Krishnan, Anand, Kanwaljeet J S, Snyder, Michael P
DOI: 10.1093/jamiaopen/ooac080