BROWSE

Author Profile

Browsing by Author Robin D. C., Barrett

Jump to: 0-9 A B C D E F G H I J K L M N O P Q R S T U V W X Y Z
or enter first few letters:  
Showing results [1 - 1] / 1
    • Pulmonary gas exchange evaluated by machine learning a computer simulation
    Authors: Thomas J., Morgan; Adrian N., Langley; Robin D. C., Barrett;  Advisor: -;  Co-Author: - (2023)

    Using computer simulation we investigated whether machine learning (ML) analysis of selected ICU monitoring data can quantify pulmonary gas exchange in multi-compartment format. A 21 compartment ventilation/perfusion (V/Q) model of pulmonary blood flow processed 34,551 combinations of cardiac output, hemoglobin concentration, standard P50, base excess, VO2 and VCO2 plus three model-defining parameters: shunt, log SD and mean V/Q.