Paul David Docherty

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 24

Top Topics

Parameter Identification

Top Venues

Biomed. Signal Process. Control.

Comput. Methods Programs Biomed.

Publications

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) (2024)
Rebecca L. Lilley, Natalia Kabaliuk, Antoine Reynaud, Pavithran Devananthan, Nicole Smith, Paul David Docherty
A Novel Experimental Approach for the Measurement of Vibration-Induced Changes in the Rheological Properties of Ex Vivo Ovine Brain Tissue. Sensors 24 (7) (2024)
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) (2023)
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) (2023)
Bernhard Laufer, Nour Aldeen Jalal, Sabine Krueger-Ziolek, Paul David Docherty, R. Murray, Fabian Hoeflinger, Leonhard M. Reindl, K. Moeller
Optimal Positioning of Inertial Measurement Units in a Smart Shirt for Determining Respiratory Volume. EMBC (2023)
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) (2023)
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)
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 (2022)
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 (2021)
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 (2021)
Jack Wilkie, Paul David Docherty, Knut Möller
Model-based bone material property identification. Autom. 68 (11) (2020)
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)
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)
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 (2019)
Matthew Poole, Rua Murray, Shaun M. Davidson, Paul David Docherty
The quadratic dimensional reduction method for parameter identification. Commun. Nonlinear Sci. Numer. Simul. 73 (2019)
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 (2019)
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 (2019)
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)
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 (2018)
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 (2018)
Erin J. Mansell, Paul David Docherty, J. Geoffrey Chase
Shedding light on grey noise in diabetes modelling. Biomed. Signal Process. Control. 31 (2017)
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 (2016)
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 (2016)
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 (2016)
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)
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 (2014)
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 (2014)
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 (2014)
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 (2014)
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)