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ORCIDPaul Docherty 0001
Person information
- affiliation: University of Canterbury, Christchurch, New Zealand
Other persons with the same name
- Paul Docherty 0002
![[0000-0002-0375-2510]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-0375-2510")
— Monash University, Department of Banking and Finance, Australia - Paul Docherty 0003 — Portcullis Computer Security Ltd., Pikes End, UK
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2020 – today
- 2024
[j33]Rebecca H. K. Emanuel, Paul David Docherty, Helen Lunt, Knut Möller:
The effect of activation functions on accuracy, convergence speed, and misclassification confidence in CNN text classification: a comprehensive exploration. J. Supercomput. 80(1): 292-312 (2024)- 2023
- [j32]Bernhard Laufer, Fabian Hoeflinger, Paul David Docherty, Nour Aldeen Jalal, Sabine Krueger-Ziolek, Stefan J. Rupitsch, Leonhard M. Reindl, Knut Moeller:
Characterisation and Quantification of Upper Body Surface Motions for Tidal Volume Determination in Lung-Healthy Individuals. Sensors 23(3): 1278 (2023) - [j31]Nour Aldeen Jalal, Tamer Abdulbaki Alshirbaji, Paul David Docherty, Herag Arabian, Bernhard Laufer, Sabine Krueger-Ziolek, Thomas Neumuth, Knut Moeller:
Laparoscopic Video Analysis Using Temporal, Attention, and Multi-Feature Fusion Based-Approaches. Sensors 23(4): 1958 (2023) - [j30]Bernhard Laufer, Paul David Docherty, Rua Murray, Sabine Krueger-Ziolek, Nour Aldeen Jalal, Fabian Hoeflinger, Stefan J. Rupitsch, Leonhard M. Reindl, Knut Moeller:
Sensor Selection for Tidal Volume Determination via Linear Regression - Impact of Lasso versus Ridge Regression. Sensors 23(17): 7407 (2023) - [c11]Bernhard Laufer, Nour Aldeen Jalal, Sabine Krueger-Ziolek, Paul David Docherty, Rua Murray, Fabian Hoeflinger, Leonhard M. Reindl, Knut Moeller:
Optimal Positioning of Inertial Measurement Units in a Smart Shirt for Determining Respiratory Volume. EMBC 2023: 1-4 - 2022
- [j29]Nicholas N. Lam, Paul David Docherty, Rua Murray:
Practical identifiability of parametrised models: A review of benefits and limitations of various approaches. Math. Comput. Simul. 199: 202-216 (2022) - [c10]Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Paul David Docherty, Thomas Neumuth, Knut Möller:
Improving the Generalisability of Deep CNNs by Combining Multi-stage Features for Surgical Tool Classification. EMBC 2022: 533-536 - 2021
- [j28]Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Paul David Docherty, Thomas Neumuth, Knut Möller:
A deep learning spatial-temporal framework for detecting surgical tools in laparoscopic videos. Biomed. Signal Process. Control. 68: 102801 (2021) - [j27]Frederick Wright, Paul Docherty, Elisabeth Williams, Desney Greybe, Hari Arora, Natalia Kabaliuk:
An in-silico study of the effect of non-linear skin dynamics on skin-mounted accelerometer inference of skull motion. Biomed. Signal Process. Control. 70: 102986 (2021) - [j26]Feng Cao, Paul David Docherty, Siliang Ni, XiaoQi Chen:
Contact force and torque sensing for serial manipulator based on an adaptive Kalman filter with variable time period. Robotics Comput. Integr. Manuf. 72: 102210 (2021) - [c9]Nour Aldeen Jalal, Tamer Abdulbaki Alshirbaji, Bernhard Laufer, Paul Docherty, Sebastian G. Russo, Thomas Neumuth, Knut Möller:
Effects of Intra-Abdominal Pressure on Lung Mechanics during Laparoscopic Gynaecology *. EMBC 2021: 2091-2094 - [c8]Jack Wilkie, Paul Docherty, Thomas Stieglitz, Knut Möller:
Investigating Torque-Speed Relationship of Self-Tapping Screws. EMBC 2021: 4383-4386 - [c7]Jack Wilkie, Paul Docherty, Thomas Stieglitz, Knut Möller:
Geometric Generalization of Self Tapping Screw Insertion Model. EMBC 2021: 4387-4339 - [c6]Jack Wilkie, Paul Docherty, Thomas Stieglitz, Knut Möller:
Quantifying Accuracy of Self-Tapping Screw Models. EMBC 2021: 4391-4394 - 2020
- [j25]Jack Wilkie, Paul David Docherty, Knut Möller:
Model-based bone material property identification. Autom. 68(11): 913-921 (2020) - [j24]Sophie E. Morton, Jennifer L. Knopp, Merryn H. Tawhai, Paul Docherty, Serge J. H. Heines, Dennis Bergmans, Knut Möller, J. Geoffrey Chase:
Prediction of lung mechanics throughout recruitment maneuvers in pressure-controlled ventilation. Comput. Methods Programs Biomed. 197: 105696 (2020) - [c5]Bernhard Laufer, Sabine Krueger-Ziolek, Paul David Docherty, Fabian Höflinger, Leonhard M. Reindl, Knut Möller:
An alternative way to measure respiration induced changes of circumferences: a pilot study. EMBC 2020: 4632-4635
2010 – 2019
- 2019
- [j23]Sophie E. Morton, Jennifer L. Knopp, J. Geoffrey Chase, Paul Docherty, Sarah L. Howe, Knut Möller, Geoffrey M. Shaw, Merryn H. Tawhai:
Optimising mechanical ventilation through model-based methods and automation. Annu. Rev. Control. 48: 369-382 (2019) - [j22]Antoine Pironet, Paul David Docherty, Pierre C. Dauby, J. Geoffrey Chase, Thomas Desaive:
Practical identifiability analysis of a minimal cardiovascular system model. Comput. Methods Programs Biomed. 171: 53-65 (2019) - [j21]Matthew Poole, Rua Murray, Shaun M. Davidson, Paul David Docherty:
The quadratic dimensional reduction method for parameter identification. Commun. Nonlinear Sci. Numer. Simul. 73: 425-436 (2019) - [j20]Jörn Kretschmer, Paul David Docherty, Shaun M. Davidson, Bernhard Laufer, Knut Möller:
Comparing three differing approaches to identify a three-parameter gas-exchange model with noisy data. IFAC J. Syst. Control. 7: 100038 (2019) - [j19]Serah J. Allison, Paul David Docherty, Dirk Pons, J. Geoffrey Chase:
A bootstrap approach for predicting fluoride toxicity in paramedics after occupational methoxyflurane exposure. IFAC J. Syst. Control. 9: 100061 (2019) - [c4]Bernhard Laufer, Sabine Krueger-Ziolek, Paul David Docherty, Fabian Hoeflinger, Leonhard M. Reindl, Knut Moeller:
Tidal volume via circumferences of the upper body: a pilot study. EMBC 2019: 3559-3562 - [c3]Petra Nicole Williamson, Paul David Docherty, Sina Ghafoorpoor Yazdi, Mark Jermy, Adib Khanafer, Natalia Kabaliuk, Patrick Henry Geoghegan:
PIV Analysis of Stented Haemodynamics in the Descending Aorta. EMBC 2019: 4737-4740 - 2018
- [j18]Ruby Langdon, Paul David Docherty, Erin J. Mansell, J. Geoffrey Chase:
Accurate and precise prediction of insulin sensitivity variance in critically ill patients. Biomed. Signal Process. Control. 39: 327-335 (2018) - [j17]Sophie E. Morton, Jennifer L. Dickson, J. Geoffrey Chase, Paul David Docherty, Thomas Desaive, Sarah L. Howe, Geoffrey M. Shaw, Merryn H. Tawhai:
A virtual patient model for mechanical ventilation. Comput. Methods Programs Biomed. 165: 77-87 (2018) - 2017
- [j16]Erin J. Mansell, Paul David Docherty, J. Geoffrey Chase:
Shedding light on grey noise in diabetes modelling. Biomed. Signal Process. Control. 31: 16-30 (2017) - [j15]Paul Docherty, Patrick Henry Geoghegan, L. Huetter, Mark Jermy, Mathieu Sellier:
Regressive cross-correlation of pressure signals in the region of stenosis: Insights from particle image velocimetry experimentation. Biomed. Signal Process. Control. 32: 143-149 (2017) - 2016
- [j14]Ruby Langdon, Paul David Docherty, Yeong Shiong Chiew, Knut Möller, J. Geoffrey Chase:
Use of basis functions within a non-linear autoregressive model of pulmonary mechanics. Biomed. Signal Process. Control. 27: 44-50 (2016) - [j13]Rebecca A. L. Gray, Paul David Docherty, Liam M. Fisk, Rua Murray:
A modified approach to objective surface generation within the Gauss-Newton parameter identification to ignore outlier data points. Biomed. Signal Process. Control. 30: 162-169 (2016) - [j12]Nor Salwa Damanhuri, Yeong Shiong Chiew, Nor Azlan Othman, Paul David Docherty, Christopher G. Pretty, Geoffrey M. Shaw, Thomas Desaive, J. Geoffrey Chase:
Assessing respiratory mechanics using pressure reconstruction method in mechanically ventilated spontaneous breathing patient. Comput. Methods Programs Biomed. 130: 175-185 (2016) - 2015
- [c2]Daniel P. Redmond, Paul David Docherty, Yeong Shiong Chiew, J. Geoffrey Chase:
A polynomial model of patient-specific breathing effort during controlled mechanical ventilation. EMBC 2015: 4532-4535 - 2014
- [j11]Paul David Docherty, J. Geoffrey Chase:
An in-silico proof-of-concept investigation of a combined glucose-insulin bolus quick dynamic insulin sensitivity test. Biomed. Signal Process. Control. 10: 332-337 (2014) - [j10]Paul David Docherty, Christoph Schranz, Yeong Shiong Chiew, Knut Möller, J. Geoffrey Chase:
Reformulation of the pressure-dependent recruitment model (PRM) of respiratory mechanics. Biomed. Signal Process. Control. 12: 47-53 (2014) - [j9]Andrii Y. Petrov, Paul David Docherty, Mathieu Sellier, J. Geoffrey Chase:
Multi-frequency inversion in Rayleigh damped Magnetic Resonance Elastography. Biomed. Signal Process. Control. 13: 270-281 (2014) - [j8]Nor Salwa Damanhuri, Paul David Docherty, Yeong Shiong Chiew, Erwin J. van Drunen, Thomas Desaive, J. Geoffrey Chase:
A Patient-Specific Airway Branching Model for Mechanically Ventilated Patients. Comput. Math. Methods Medicine 2014: 645732:1-645732:10 (2014) - [j7]Paul Docherty, Christoph Schranz, J. Geoffrey Chase, Yeong Shiong Chiew, Knut Möller:
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. 114(3): e70-e78 (2014) - [j6]Andrii Y. Petrov, Mathieu Sellier, Paul Docherty, J. Geoffrey Chase:
Parametric-based brain Magnetic Resonance Elastography using a Rayleigh damping material model. Comput. Methods Programs Biomed. 116(3): 328-339 (2014) - 2013
- [j5]Paul Docherty, Juliet E. Berkeley, Thomas Lotz, Lisa TeMorenga, Liam M. Fisk, Geoffrey M. Shaw, Kirsten A. McAuley, Jim I. Mann, J. Geoffrey Chase:
Clinical Validation of the Quick Dynamic Insulin Sensitivity Test. IEEE Trans. Biomed. Eng. 60(5): 1266-1272 (2013) - [c1]Ummu K. Jamaludin, Paul David Docherty, J. Geoffrey Chase, Geoffrey M. Shaw:
Impact of haemodialysis on insulin sensitivity of acute renal failure (ARF) patients with sepsis in critical care. EMBC 2013: 3503-3506 - 2012
- [j4]Paul Docherty, J. Geoffrey Chase, Timothy David:
Characterisation of the iterative integral parameter identification method. Medical Biol. Eng. Comput. 50(2): 127-134 (2012) - [j3]Christoph Schranz, Paul Docherty, Yeong Shiong Chiew, J. Geoffrey Chase, Knut Möller:
Structural Identifiability and Practical Applicability of an Alveolar Recruitment Model for ARDS Patients. IEEE Trans. Biomed. Eng. 59(12): 3396-3404 (2012) - 2011
- [j2]Paul Docherty, J. Geoffrey Chase, Thomas Lotz, Christopher E. Hann, Geoffrey M. Shaw, Juliet E. Berkeley, Lisa TeMorenga, Jim I. Mann, Kirsten A. McAuley:
Independent cohort cross-validation of the real-time DISTq estimation of insulin sensitivity. Comput. Methods Programs Biomed. 102(2): 94-104 (2011) - [j1]Jessica Lin, Normy N. Razak, Christopher G. Pretty, Aaron J. Le Compte, Paul Docherty, Jacquelyn D. Parente, Geoffrey M. Shaw, Christopher E. Hann, J. Geoffrey Chase:
A physiological Intensive Control Insulin-Nutrition-Glucose (ICING) model validated in critically ill patients. Comput. Methods Programs Biomed. 102(2): 192-205 (2011)
Coauthor Index
aka: Knut Moeller
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