Bayesian optimisation of Gaussian processes for identifying the deteriorating patient

Patient deterioration in the hospital ward is typically preceded by several hours of deranged physiology, as measured by the patient’s vital signs. Estimation of the expected trajectory of a patient’s future vital signs can allow us determine the degree of risk of physiological deterioration for tha...

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Bibliographic Details
Main Authors: Colopy, G, Pimentel, M, Roberts, S, Clifton, D
Format: Conference item
Published: IEEE 2017