Artifact rejection and cycle detection in immature breathing: Application to the early detection of neonatal sepsis
A new framework to reject artifacts and detect breathing cycles is proposed for immature breathing from preterm infants acquired in neonatal intensive care units. An automatic detector of artifacts based on logistic regression has been implemented and validated. The clinical interest of this framework is illustrated by analyzing the obtained signals to detect neonatal sepsis.
logistic regression respiratory variability signal premature infant artifact removal automated detection