no code implementations • 30 Oct 2019 • Antoine Honore, Dong Liu, David Forsberg, Karen Coste, Eric Herlenius, Saikat Chatterjee, Mikael Skoglund
We explore the use of traditional and contemporary hidden Markov models (HMMs) for sequential physiological data analysis and sepsis prediction in preterm infants.
no code implementations • 17 Nov 2017 • Antoine Honoré, Veronica Siljehav, Saikat Chatterjee, Eric Herlenius
Even with a limited and unbalanced training data, the large neural network provides a detection performance level that is feasible to use in clinical care.