Geoffrey M. Shaw

Affiliations:
  • University of Otago
  • University of Canterbury


According to our database1, Geoffrey M. Shaw authored at least 93 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
Estimating patient spontaneous breathing effort in mechanical ventilation using a b-splines function approach.
IFAC J. Syst. Control., 2024

Ubiquity of models describing inspiratory effort dynamics in patients on pressure support ventilation.
IFAC J. Syst. Control., 2024

Pulmonary response prediction through personalized basis functions in a virtual patient model.
Comput. Methods Programs Biomed., 2024

2022
Physiological trend analysis of a novel cardio-pulmonary model during a preload reduction manoeuvre.
Comput. Methods Programs Biomed., 2022

Over-distension prediction via hysteresis loop analysis and patient-specific basis functions in a virtual patient model.
Comput. Biol. Medicine, 2022

Quantifying ventilator unloading in CPAP ventilation.
Comput. Biol. Medicine, 2022

Modelling patient specific cardiopulmonary interactions.
Comput. Biol. Medicine, 2022

Prediction and estimation of pulmonary response and elastance evolution for volume-controlled and pressure-controlled ventilation.
Biomed. Signal Process. Control., 2022

2021
Virtual patients for mechanical ventilation in the intensive care unit.
Comput. Methods Programs Biomed., 2021

Tube-load model: A clinically applicable pulse contour analysis method for estimation of cardiac stroke volume.
Comput. Methods Programs Biomed., 2021

High Inter-Patient Variability in Sepsis Evolution: A Hidden Markov Model Analysis.
Comput. Methods Programs Biomed., 2021

Model-based estimation of negative inspiratory driving pressure in patients receiving invasive NAVA mechanical ventilation.
Comput. Methods Programs Biomed., 2021

Predicting fluid-response, the heart of hemodynamic management: A model-based solution.
Comput. Biol. Medicine, 2021

Preload & Frank-Starling curves, from textbook to bedside: Clinically applicable non-additionally invasive model-based estimation in pigs.
Comput. Biol. Medicine, 2021

2020
Incorporating pulse wave velocity into model-based pulse contour analysis method for estimation of cardiac stroke volume.
Comput. Methods Programs Biomed., 2020

Kernel density estimates for sepsis classification.
Comput. Methods Programs Biomed., 2020

Cheek support affects lung mechanics measurements of tidal-based spontaneous breathing.
Comput. Methods Programs Biomed., 2020

Inspiratory respiratory mechanics estimation by using expiratory data for reverse-triggered breathing cycles.
Comput. Methods Programs Biomed., 2020

Clinically applicable model-based method, for physiologically accurate flow waveform and stroke volume estimation.
Comput. Methods Programs Biomed., 2020

Quantifying misclassification and bias errors due to hierarchical sepsis scores in real-time sepsis diagnosis.
Biomed. Signal Process. Control., 2020

2019
Is intensive insulin therapy the scapegoat for or cause of hypoglycaemia and poor outcome?
IFAC J. Syst. Control., 2019

Optimising mechanical ventilation through model-based methods and automation.
Annu. Rev. Control., 2019

STAR-Liège Clinical Trial Interim Results: Safe and Effective Glycemic Control for All.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Determining the effects of insulin Detemir on endogenous secretion of insulin.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Generalisability of a Virtual Trials Method for Glycaemic Control in Intensive Care.
IEEE Trans. Biomed. Eng., 2018

Nutrition delivery, workload and performance in a model-based ICU glycaemic control system.
Comput. Methods Programs Biomed., 2018

A virtual patient model for mechanical ventilation.
Comput. Methods Programs Biomed., 2018

A 3D insulin sensitivity prediction model enables more patient-specific prediction and model-based glycaemic control.
Biomed. Signal Process. Control., 2018

Creating smooth SI. B-spline basis function representations of insulin sensitivity.
Biomed. Signal Process. Control., 2018

2017
Accuracy and performance of continuous glucose monitors in athletes.
Biomed. Signal Process. Control., 2017

Insulin sensitivity and sepsis score: A correlation between model-based metric and sepsis scoring system in critically ill patients.
Biomed. Signal Process. Control., 2017

A proof of concept study of acoustic sensing of lung recruitment during mechanical ventilation.
Biomed. Signal Process. Control., 2017

2016
Assessing respiratory mechanics using pressure reconstruction method in mechanically ventilated spontaneous breathing patient.
Comput. Methods Programs Biomed., 2016

Respiratory mechanics assessment for reverse-triggered breathing cycles using pressure reconstruction.
Biomed. Signal Process. Control., 2016

Analysing the effects of cold, normal, and warm digits on transmittance pulse oximetry.
Biomed. Signal Process. Control., 2016

Estimating the true respiratory mechanics during asynchronous pressure controlled ventilation.
Biomed. Signal Process. Control., 2016

2015
Stochastic Model Predictive (STOMP) glycaemic control for the intensive care unit: Development and virtual trial validation.
Biomed. Signal Process. Control., 2015

Accuracy and optimization of a subcutaneous insulin model for less acute critical care patients.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Peripheral venous blood oxygen saturation can be non-invasively estimated using photoplethysmography.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

An Assessment of the relationship between dicrotic notch timing and cardiac preload.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Stroke Volume estimation using aortic pressure measurements and aortic cross sectional area: Proof of concept.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Validation of clinical activity tracking system in Intensive Care Unit to assess nurse workload distribution.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Evaluation of a plasma insulin model for glycaemic control in intensive care.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Automated logging of inspiratory and expiratory non-synchronized breathing (ALIEN) for mechanical ventilation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Impact of sensor and measurement timing errors on model-based insulin sensitivity.
Comput. Methods Programs Biomed., 2014

Interstitial insulin kinetic parameters for a 2-compartment insulin model with saturable clearance.
Comput. Methods Programs Biomed., 2014

Brain mass estimation by head circumference and body mass methods in neonatal glycaemic modelling and control.
Comput. Methods Programs Biomed., 2014

A minimal algorithm for a minimal recruitment model-model estimation of alveoli opening pressure of an acute respiratory distress syndrome (ARDS) lung.
Biomed. Signal Process. Control., 2014

2013
Clinical Validation of the Quick Dynamic Insulin Sensitivity Test.
IEEE Trans. Biomed. Eng., 2013

Validation of subject-specific cardiovascular system models from porcine measurements.
Comput. Methods Programs Biomed., 2013

Assessment of ventricular contractility and ventricular-arterial coupling with a model-based sensor.
Comput. Methods Programs Biomed., 2013

Impact of variation in patient response on model-based control of glycaemia in critically ill patients.
Comput. Methods Programs Biomed., 2013

Evaluation of a Model-Based Hemodynamic Monitoring Method in a Porcine Study of Septic Shock.
Comput. Math. Methods Medicine, 2013

Insulin Glargine in the intensive care unit: A model-based clinical trial design.
Biomed. Signal Process. Control., 2013

External validation and sub-cohort analysis of stochastic forecasting models in NICU cohorts.
Biomed. Signal Process. Control., 2013

Development and optimisation of stochastic targeted (STAR) glycaemic control for pre-term infants in neonatal intensive care.
Biomed. Signal Process. Control., 2013

A model-based control protocol for transition from ICU to HDU: Robustness analysis.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Impact of haemodialysis on insulin sensitivity of acute renal failure (ARF) patients with sepsis in critical care.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
STAR Development and Protocol Comparison.
IEEE Trans. Biomed. Eng., 2012

First pilot trial of the STAR-Liege protocol for tight glycemic control in critically ill patients.
Comput. Methods Programs Biomed., 2012

2011
Dynamic functional residual capacity can be estimated using a stress-strain approach.
Comput. Methods Programs Biomed., 2011

Impact of glucocorticoids on insulin resistance in the critically ill.
Comput. Methods Programs Biomed., 2011

A physiological Intensive Control Insulin-Nutrition-Glucose (ICING) model validated in critically ill patients.
Comput. Methods Programs Biomed., 2011

Development of a model-based clinical sepsis biomarker for critically ill patients.
Comput. Methods Programs Biomed., 2011

Patient specific identification of the cardiac driver function in a cardiovascular system model.
Comput. Methods Programs Biomed., 2011

Independent cohort cross-validation of the real-time DISTq estimation of insulin sensitivity.
Comput. Methods Programs Biomed., 2011

Modeling the glucose regulatory system in extreme preterm infants.
Comput. Methods Programs Biomed., 2011

Development of blood glucose control for extremely premature infants.
Comput. Methods Programs Biomed., 2011

Tight glycemic control in critical care - The leading role of insulin sensitivity and patient variability: A review and model-based analysis.
Comput. Methods Programs Biomed., 2011

2010
Blood Glucose Prediction Using Stochastic Modeling in Neonatal Intensive Care.
IEEE Trans. Biomed. Eng., 2010

Image-based measurement of alveoli volume expansion in an animal model of a diseased lung.
Int. J. Comput. Appl. Technol., 2010

Unique parameter identification for cardiac diagnosis in critical care using minimal data sets.
Comput. Methods Programs Biomed., 2010

2009
A minimal model of lung mechanics and model-based markers for optimizing ventilator treatment in ARDS patients.
Comput. Methods Programs Biomed., 2009

2008
Model-based identification of PEEP titrations during different volemic levels.
Comput. Methods Programs Biomed., 2008

Prediction of hemodynamic changes towards PEEP titrations at different volemic levels using a minimal cardiovascular model.
Comput. Methods Programs Biomed., 2008

Monte Carlo analysis of a new model-based method for insulin sensitivity testing.
Comput. Methods Programs Biomed., 2008

Stochastic modelling of insulin sensitivity and adaptive glycemic control for critical care.
Comput. Methods Programs Biomed., 2008

2007
Model-based cardiac diagnosis of pulmonary embolism.
Comput. Methods Programs Biomed., 2007

Simulation of cardiovascular system diseases by including the autonomic nervous system into a minimal model.
Comput. Methods Programs Biomed., 2007

Measuring facial grimacing for quantifying patient agitation in critical care.
Comput. Methods Programs Biomed., 2007

2006
Parameter identification and sedative sensitivity analysis of an agitation-sedation model.
Comput. Methods Programs Biomed., 2006

Integral-based identification of patient specific parameters for a minimal cardiac model.
Comput. Methods Programs Biomed., 2006

Integral-based filtering of continuous glucose sensor measurements for glycaemic control in critical care.
Comput. Methods Programs Biomed., 2006

Model-based glycaemic control in critical care - A review of the state of the possible.
Biomed. Signal Process. Control., 2006

Stochastic modelling of insulin sensitivity variability in critical care.
Biomed. Signal Process. Control., 2006

Clinical Validation of a Model-based Glycaemic Control Design Approach and Comparison to Other Clinical Protocols.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Impact of insulin-stimulated glucose removal saturation on dynamic modelling and control of hyperglycaemia.
Int. J. Intell. Syst. Technol. Appl., 2005

H<sub>infinity</sub> control analysis of patient agitation management in the critically ill.
Int. J. Intell. Syst. Technol. Appl., 2005

A new model validation tool using kernel regression and density estimation.
Comput. Methods Programs Biomed., 2005

Efficient implementation of non-linear valve law and ventricular interaction dynamics in the minimal cardiac model.
Comput. Methods Programs Biomed., 2005

Integral-based parameter identification for long-term dynamic verification of a glucose-insulin system model.
Comput. Methods Programs Biomed., 2005

2004
Quantifying agitation in sedated ICU patients using digital imaging.
Comput. Methods Programs Biomed., 2004

2002
Steady-state optimal insulin infusion for hyperglycemic ICU patients.
Proceedings of the Seventh International Conference on Control, 2002


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