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Hidden Markov Models for sepsis detection in preterm infants
We explore the use of traditional and contemporary hidden Markov models (HMMs) for sequential physiological data analysis and sepsis prediction in preterm infants.
Large Neural Network Based Detection of Apnea, Bradycardia and Desaturation Events
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.
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