Insulin Sensitivity Profile as a Marker for Reduced Outcome in the Neonatal Intensive Care Unit

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Title

Insulin Sensitivity Profile as a Marker for Reduced Outcome in the Neonatal Intensive Care Unit

Content partner

University of Canterbury Library

Collection

UC Research Repository

Description

Objective: Hyperglycemia in neonatal intensive care units is associated with mortality and morbidity. This trial aims to use machine learning methods to provide a prediction of outcomes in hyperglycemic neonates, based on model-based metabolic (glycemic control) data as a non-invasive marker. Method: Glycemic control data from 44 patients (4499 hours) under the STAR-NICU or STAR-GRYPHON model-based glycemic controllers from Christchurch Women’s Hospital were used. Predictive models were built...

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Format

Research paper

Research format

Conference item

Date created

2015

Creator

Uyttendaele, V. / Dickson, J.L. / Lynn, A. / Chase, Geoff / Desaive, T.

URL

http://hdl.handle.net/10092/12974

Related subjects

Medical and Health Sciences / Paediatrics and Reproductive Medicine / Paediatrics / Biomedical and clinical sciences / Clinical sciences / Endocrinology

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