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Jessica Lin

Researcher at University of Otago

Publications -  107
Citations -  3091

Jessica Lin is an academic researcher from University of Otago. The author has contributed to research in topics: Medicine & Internal medicine. The author has an hindex of 28, co-authored 63 publications receiving 2717 citations. Previous affiliations of Jessica Lin include University of Canterbury & Christchurch Hospital.

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Implementation and evaluation of the SPRINT protocol for tight glycaemic control in critically ill patients: a clinical practice change.

TL;DR: Reductions in mortality were observed compared with a retrospective hyperglycaemic cohort and the SPRINT protocol achieved a high level of glycaemic control on a severely ill critical cohort population.
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Integral-based parameter identification for long-term dynamic verification of a glucose-insulin system model

TL;DR: The model is mathematically reformulated in terms of integrals to enable a novel method for identification of patient specific parameters and is more accurate and significantly faster computationally than commonly used non-linear, non-convex methods.
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A physiological Intensive Control Insulin-Nutrition-Glucose (ICING) model validated in critically ill patients

TL;DR: A comprehensive, more physiologically relevant Intensive Control Insulin-Nutrition-Glucose (ICING) model is presented and validated using data from critically ill patients, and it is confirmed that the ICING model is suitable for developing model-based insulin therapies, and capable of delivering real-time model- based TGC with a very tight prediction error range.
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A Robot System for Pruning Grape Vines

TL;DR: A computer vision system builds a three‐dimensional model of the vines, an artificial intelligence (AI) system decides which canes to prune, and a six degree‐of‐freedom robot arm makes the required cuts.
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Tight glycemic control in critical care - The leading role of insulin sensitivity and patient variability: A review and model-based analysis

TL;DR: A review of TGC via new analyses of data from several clinical trials, including SPRINT, Glucontrol and a recent NICU study is provided, which provides both a review of the problem and major background factors driving it, as well as a novel model-based analysis designed to examine these dynamics from a new perspective.