1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.LG2019
Hidden Markov Models for sepsis detection in preterm infants
Antoine Honore, Dong Liu, David Forsberg +4
We explore the use of traditional and contemporary hidden Markov models (HMMs) for sequential physiological data analysis and sepsis prediction in preterm infants. We investigate t…
cs.LG2017★ 1 cited
Large Neural Network Based Detection of Apnea, Bradycardia and Desaturation Events
Antoine Honoré, Veronica Siljehav, Saikat Chatterjee +1
Apnea, bradycardia and desaturation (ABD) events often precede life-threatening events including sepsis in newborn babies. Here, we explore machine learning for detection of ABD ev…