Prediction of Occult Hemorrhage in the Lower Body Negative Pressure Model: Initial Validation of Machine Learning Approaches

CONCLUSIONS: Multivariate ensemble machine learning-based approaches for the prediction of hemodynamic instability appear to hold promise for the development of effective solutions. In the lower body negative pressure multivariate hemorrhage model, predictions based only on noninvasive measurements performed comparably to those using both invasive and noninvasive measurements.PMID:38537150 | DOI:10.1093/milmed/usae061

Source: Military Medicine - March 27, 2024 Category: International Medicine & Public Health Authors: Navid Rashedi Yifei Sun Vikrant Vaze Parikshit Shah Ryan Halter Jonathan T Elliott Norman A Paradis Source Type: research