Paul Docherty

Orcid: 0000-0003-1661-2573

Affiliations:
  • University of Canterbury, Christchurch, New Zealand


According to our database1, Paul Docherty authored at least 44 papers between 2011 and 2024.

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Bibliography

2024
The effect of activation functions on accuracy, convergence speed, and misclassification confidence in CNN text classification: a comprehensive exploration.
J. Supercomput., January, 2024

2023
Sensor Selection for Tidal Volume Determination via Linear Regression - Impact of Lasso versus Ridge Regression.
Sensors, September, 2023

Characterisation and Quantification of Upper Body Surface Motions for Tidal Volume Determination in Lung-Healthy Individuals.
Sensors, February, 2023

Laparoscopic Video Analysis Using Temporal, Attention, and Multi-Feature Fusion Based-Approaches.
Sensors, February, 2023

Optimal Positioning of Inertial Measurement Units in a Smart Shirt for Determining Respiratory Volume.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Practical identifiability of parametrised models: A review of benefits and limitations of various approaches.
Math. Comput. Simul., 2022

Improving the Generalisability of Deep CNNs by Combining Multi-stage Features for Surgical Tool Classification.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Contact force and torque sensing for serial manipulator based on an adaptive Kalman filter with variable time period.
Robotics Comput. Integr. Manuf., 2021

An <i>in-silico</i> study of the effect of non-linear skin dynamics on skin-mounted accelerometer inference of skull motion.
Biomed. Signal Process. Control., 2021

A deep learning spatial-temporal framework for detecting surgical tools in laparoscopic videos.
Biomed. Signal Process. Control., 2021

Quantifying Accuracy of Self-Tapping Screw Models.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Geometric Generalization of Self Tapping Screw Insertion Model.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Investigating Torque-Speed Relationship of Self-Tapping Screws.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Effects of Intra-Abdominal Pressure on Lung Mechanics during Laparoscopic Gynaecology <sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Prediction of lung mechanics throughout recruitment maneuvers in pressure-controlled ventilation.
Comput. Methods Programs Biomed., 2020

Model-based bone material property identification.
Autom., 2020

An alternative way to measure respiration induced changes of circumferences: a pilot study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Comparing three differing approaches to identify a three-parameter gas-exchange model with noisy data.
IFAC J. Syst. Control., 2019

A bootstrap approach for predicting fluoride toxicity in paramedics after occupational methoxyflurane exposure.
IFAC J. Syst. Control., 2019

The quadratic dimensional reduction method for parameter identification.
Commun. Nonlinear Sci. Numer. Simul., 2019

Practical identifiability analysis of a minimal cardiovascular system model.
Comput. Methods Programs Biomed., 2019

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

PIV Analysis of Stented Haemodynamics in the Descending Aorta.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Tidal volume via circumferences of the upper body: a pilot study.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

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

Accurate and precise prediction of insulin sensitivity variance in critically ill patients.
Biomed. Signal Process. Control., 2018

2017
Shedding light on grey noise in diabetes modelling.
Biomed. Signal Process. Control., 2017

Regressive cross-correlation of pressure signals in the region of stenosis: Insights from particle image velocimetry experimentation.
Biomed. Signal Process. Control., 2017

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

Use of basis functions within a non-linear autoregressive model of pulmonary mechanics.
Biomed. Signal Process. Control., 2016

A modified approach to objective surface generation within the Gauss-Newton parameter identification to ignore outlier data points.
Biomed. Signal Process. Control., 2016

2015
A polynomial model of patient-specific breathing effort during controlled mechanical ventilation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Parametric-based brain Magnetic Resonance Elastography using a Rayleigh damping material model.
Comput. Methods Programs Biomed., 2014

Utility of a novel error-stepping method to improve gradient-based parameter identification by increasing the smoothness of the local objective surface: A case-study of pulmonary mechanics.
Comput. Methods Programs Biomed., 2014

A Patient-Specific Airway Branching Model for Mechanically Ventilated Patients.
Comput. Math. Methods Medicine, 2014

Multi-frequency inversion in Rayleigh damped Magnetic Resonance Elastography.
Biomed. Signal Process. Control., 2014

Reformulation of the pressure-dependent recruitment model (PRM) of respiratory mechanics.
Biomed. Signal Process. Control., 2014

An in-silico proof-of-concept investigation of a combined glucose-insulin bolus quick dynamic insulin sensitivity test.
Biomed. Signal Process. Control., 2014

2013
Clinical Validation of the Quick Dynamic Insulin Sensitivity Test.
IEEE Trans. Biomed. Eng., 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
Structural Identifiability and Practical Applicability of an Alveolar Recruitment Model for ARDS Patients.
IEEE Trans. Biomed. Eng., 2012

Characterisation of the iterative integral parameter identification method.
Medical Biol. Eng. Comput., 2012

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

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


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