Data Analytics Team
(Publication)
2024
Ang CYS, Chiew YS, Wang X, Ooi EH, Cove ME, Chen YH, Zhou C, Chase JG, Patient-Ventilator Asynchrony Classification in Mechanically Ventilated Patients: Model-Based or Machine Learning Method? Computer Methods and Programs in Biomedicine, 2024
Ang CYS, Chiew YS, Wang X, Ooi EH, Mat Nor MB, Cove ME, Chase JG, Exploring Variable Observational Time Windows for Patient-Ventilator Asynchrony During Mechanical Ventilation Treatment, IFAC Journal of Systems and Control, 2024, 100266
Knopp JL, Chiew YS, Georgopoulos D, Shaw GM, Chase JG, Ubiquity of models describing inspiratory effort dynamics in patients on pressure support ventilation, IFAC Journal of Systems and Control, Vol 27, Mar 2024, 100250
2023
Lim JY, Roslan MR, Lim JY, Baskaran VM, Chiew YS, Phan RCW and Wang X. A Comparison Between Fourier and Hadamard Single-Pixel Imaging in Deep Learning-Enhanced Image Reconstruction. IEEE Sensors Letters 1-4, 2023.
Ang CYS, Chiew YS, Wang X, Ooi EH, Mat Nor MB, Cove ME, Chase JG, Virtual patient with temporal evolution for mechanical ventilation trial studies: A stochastic model approach, Computer Methods and Programs in Biomedicine, Volume 240, October 2023, 107728.
Radhi S, Freebairn R, Chiew YS, JG Chase, ME Cove, Positive End-Expiratory Pressure In Acute Respiratory Distress Syndrome; Where Have We Been, Where Are We Going? Clinical Critical Care 31(1): 2023:e0011.
Chase JG, Zhou C, Knopp JL, Moeller K, Benyo B, Desaive T, Wong JHK, Malinen S, Naswall K, Shaw GM, Lambermont B and Chiew YS . Digital Twins and Automation of Care in the Intensive Care Unit. Cyber–Physical–Human Systems: 457-489, 2023.
Ang CYS, Chiew YS, Wang X, Mat Nor MB, Chase JG, Stochasticity of the respiratory mechanics during mechanical ventilation treatment, Results in Engineering, Volume 19, September 2023, 101257.
Kumaran YPS, Tan CP, Chiew YS, Chua WS, Remaining Useful Life estimation for high-speed industrial robots using an Unknown Input Observer for feature extraction, IEEE Transactions on Reliability, 72: 1018-1028, 2023.
2022
Ang CYS, Chiew YS, Wang X, Mat-Nor MB, Cove ME, Chase JG, Predicting Mechanically Ventilated Patients Future Respiratory System Elastance – A Stochastic Modelling Approach, Computers in Biology and Medicine, Vol 151, 106275, 2022
Ang CYS, Lee JWW, Chiew YS, Wang X, Tan CP, Cove ME, Mat-Nor MB, Zhou C, Desaive T, Chase JG, Virtual patient framework for the testing of mechanical ventilation airway pressure and flow settings protocol, Computer Methods and Programs in Biomedicine, 226, 107146
Ng QA, Ang CYS, Chiew YS, Wang X, Tan CP, Mat Nor MB, Damanhuri NS, Chase JG, CAREDAQ: Data acquisition device for mechanical ventilation waveform monitoring, Hardware X, 2022, Vol. 12 Pages e00358.
Mohd Zainol N, Damanhuri NS, Othman NA, Chiew YS, Muhammad Z, Mat Nor MB, Chase JG, Estimating the Incidence of Spontaneous Breathing Effort in Mechanically Ventilated Patients using a Non-linear Auto Regressive (NARX) Model, Computer Methods and Programs in Biomedicine, 2022.
Zhou C, Chase JG, Sun Q, Knopp J, Tawhai MH, Desaive T, Möller K, Shaw GM, Chiew YS and Benyo B, Reconstructing asynchrony for mechanical ventilation using a hysteresis loop virtual patient model, 2022, 21, 16.
Ang CYS, Chiew YS, Vu LH and Cove ME, Quantification of respiratory effort magnitude in spontaneous breathing patients using Convolutional Autoencoders, Computer Methods and Programs in Biomedicine, 2022, 215, 106601.
Lee JWW, Chiew YS, Wang X, Tan CP, Mat Nor MB, Cove ME, Damanhuri NS and Chase JG, Protocol Conception for Safe Selection of Mechanical Ventilation Settings for Respiratory Failure Patients, Computer Methods and Programs in Biomedicine, 2022, 214, 106577.
Wong JW, Chiew YS, Desaive T, Chase JG, Model-based Patient Matching for In-parallel Pressure Controlled Ventilation, BioMedical Engineering OnLine, 2022, 21, 11.
Lee JWW, Chiew YS, Wang X, Mat Nor MB, Chase JG and Desaive T, Stochastic Integrated Model-based Protocol for Volume Controlled Ventilation Setting, BioMedical Engineering OnLine 2022, 21, 13.
2021
Goh MJS, Chiew YS and Foo JJ. Fractal-induced 2D flexible net undulation, Scientific Reports, 11, 7063, 2021.
Loo NL, Chiew YS, Tan CP, Mat Nor Mohd Basri, and Md Ralib A, A Machine Learning Approach to Patient-Ventilator Interaction Assessment, Biomedical Signal Processing and Control, 2021, 66, 102505.
Ng QA, Chiew YS, Wang X, Tan CP, Mat Nor MB, Damanhuri NS, Chase JG, Network Data Acquisition and Monitoring System for Intensive Care Mechanical Ventilation Treatment, IEEE Access, 2021,9, 91859-91873.
Lee JWW, Chiew YS, Wang X, Tan CP, Mat Nor MB, Damanhuri NS, Chase JG, Stochastic Modelling of Respiratory System Elastance for Mechanically Ventilated Respiratory Failure Patients. Annals Biomedical Engineering, 2021, 49, 3280-3295.
Muhamad Sauki NS, Damanhuri NS, Othman NA, Chong BCM, Chiew YS, Mat Nor MB, Assessing the Asynchrony Event Based on the Ventilation Mode for Mechanically Ventilated Patients in ICU. Bioengineering, 2021, 8, 222.
2020
Chase JG, Chiew YS, Lambermont B, Morimont P, Shaw GM, Desaive, "In-Parallel Ventilator Sharing during an Acute Shortage: Too Much Risk for a Wider Uptake," American Journal of Respiratory and Critical Care Medicine, vol. 202, no. 9, pp. 1316-1317, 2020.
Chase JG, Chiew YS, Lambermont B, Morimont P, Shaw GM, Desaive T, Letter to the Editor in response to “COVID-19: desperate times call for desperate measures”, Critical Care, 24, 415.
Lee CC, Tran MV, Choo CW, Tan CP, Chiew YS, Evaluation of Air Quality in Sunway City, Selangor, Malaysia from a Mobile Monitoring Campaign using Air Pollution Micro-Sensors, Environmental Pollution, 265, 115058.
Chase JG, Chiew YS, Lambermont B, Morimont P, Shaw GM, Desaive T, Safe doubling of ventilator capacity: a last resort proposal for last resorts, Critical Care, 2020. 24(1): p. 22
Goh MJS, Chiew YS, Foo JJ, A Method for 3D Reconstruction of Net Undulation for Fluid Structure Interaction of Fractal Induced Turbulence, IEEE Sensors Journal, vol. 20, no. 20, pp. 12013-12023.
Goh MJS, Chiew YS, Foo JJ, Outlier Percentage Estimation for Shape and Parameter Independent Outlier Detection, IET Image Processing, IET Image Processing, 2020, DOI: 10.1049/iet-ipr.2020.0334, IET Digital Library, https://digital-library.theiet.org/content/journals/10.1049/iet-ipr.2020.0334.
Kim KT, Morton S, Howe S, Chiew YS, Knopp J, Docherty P, Pretty C, Desaive T, Benyo B, Szlavecz A, Moeller K, Shaw GM, Chase JG, Model-based PEEP titration versus standard practice in Mechanical ventilation: a randomised controlled trial, Trials, 21, 130.
Arunachalam G, Chiew YS, Tan CP, Mohd Ralib A, Mat Nor MB, Patient Asynchrony Modelling during Controlled Mechanical Ventilation Therapy, Computer Methods and Programs in Biomedicine, 2020. 183: p. 105103.
2019
Redmond D, Chiew YS, Major V, Chase JG, Evaluation of model-based methods in estimating respiratory mechanics in the presence of variable patient effort, Computer Methods and Programs in Biomedicine, 2019. 171: p. 67-79.
Chan JCL, Tan CP, Trinh H, Kamal MAS, Chiew YS, Robust fault reconstruction for a class of non-infinitely observable descriptor systems using two sliding mode observers in cascade Applied Mathematics and Computation, 350, 78-92, 2019
Damanhuri NS, Noor Ariffin NN, Othman NA, Chiew YS, Md Ralib A, Mat Noor MB, Docherty PD, Chase JG, Assessing SB effort via a non-invasive model-based method in mechanically ventilated patients in Malaysian ICU hospital, Indonesian Journal of Electrical Engineering and Computer Science, Vol. 15, 3, Sept 2019, pp. 1232~1240.
2018
Major V, Chiew YS, Shaw GM, Chase JG, Biomedical Engineer's Guide to the Clinical Aspects of Intensive Care Mechanical Ventilation – BioMedical Engineering OnLine, (open access), 17, 24.
Chase JG, Preiser JC, Dickson JL, Pironet A, Chiew YS, Pretty CG, Shaw GM, Benyo B, Moeller K, Safaei S, Tawhai M, Hunter P and Desaive T (2018). “Next-Generation, Personalised, Model-based Critical Care Medicine: A state-of-the art review of in silico virtual patient models, methods, and cohorts, and how to validation them,” BioMedical Engineering OnLine, (open access), 17, 24.
Chiew YS, Tan CP, Chase JG, Chiew YW, Desiave T, Azrina Ralib, Mat Nor, MB, Assessing Mechanical Ventilation Asynchrony through Iterative Airway Pressure Reconstruction, Computer Methods and Programs in Biomedicine, 157, 217-224, 2018.
2017
Kretschmer J, Bibiano C, Laufer B, Docherty PD, Chiew YS, Redmond D, Chase JG and Möller K., Differences in respiratory mechanics estimation with respect to manoeuvres and mathematical models, Biomedical Physics & Engineering Express, 3, 014002, 2017.
Laufer B, Kretschmer J, Docherty PD, Chiew YS & Möller K, Lung mechanics - airway resistance in the dynamic elastance model. Health and Technology, 1-10, 2017
Langdon R, Docherty PD, Chiew YS, and Chase JG, Extrapolation of a Non-Linear Autoregressive Model of Pulmonary Mechanics, Mathematical Biosciences, Vol 284, pp. 32-39, 2017.
Morton S, Chiew YS, Pretty C, Chase JG, Effective Sample Size Estimation for a Mechanical Ventilation Trial through Monte-Carlo Simulation: Length of Mechanical Ventilation and Ventilation Free Days,” Mathematical Bioscience, Vol 284, pp. 21-31, 2017.
Guo P, Chiew YS, Shaw GM, Chase JG, Clinical Activity Monitoring System (CATS): An automatic system to quantify bedside clinical activities in the intensive care unit, Intensive and Critical Care Nursing, 2016, 37, 52-61.
Laufer B, Docherty PD, Knörzer A, Chiew YS, Langdon R, Möller K. & Chase, JG. Performance of variations of the dynamic elastance model in lung mechanics. Control Engineering Practice, 58, 262-267, 2017.
2016
Langdon R, Docherty P, Chiew YS, Möller K, and Chase JG, Use of Basis Functions within a Non-Linear Autoregressive Model of Pulmonary Mechanics. Biomedical Signal Processing and Control 27, 44-50, 2016.
Kannangara DO, Newberry F, Howe S, Major V, Redmond D, Szlavecz A, Chiew YS, Pretty C, Benyo B, Shaw GM, Chase JG, Estimating the True Respiratory Mechanics during Asynchronous Pressure Controlled Ventilation, Biomedical Signal Processing and Control, 30: 70-78, 2016.
Damanhuri NS, Chiew YS, Othman NA, Docherty PD, Pretty C, Shaw, GM, Desaive T, Chase JG, “Assessing Respiratory Mechanics Using Pressure Reconstruction Method in Mechanically Ventilated Spontaneous Breathing Patient,” Computer Methods and Programs in Biomedicine, 2016, Vol 130, pp. 175-185
Khan M, Pretty C, Amies A, Elliott R, Chiew YS, Shaw GM, Chase JG, Analysing the effects of cold, normal, and warm digits on transmittance pulse oximetry, Biomedical Signal Processing and Control, 2016 26: 34-41.
Major V, Corbett S, Redmond R, Beatson A, Glassenbury D, Chiew YS, Pretty C, Desaive T, Szlavecz A, Benyo B, Shaw GM, and Chase JG, Respiratory mechanics assessment for reverse-triggered breathing cycles using pressure reconstruction. Biomedical Signal Processing and Control 2016, 23:1-9.
2015
Chiew YS, Pretty C, Docherty PD, Lambermont B, Shaw GM, Desaive T, Chase JG: Time-Varying Respiratory System Elastance: A Physiological Model for Patients Who Are Spontaneously Breathing. PLoS ONE 2015, 10:e0114847
Chiew YS, Pretty C, Shaw GM, Chiew YW, Lambermont B, Desaive T and Chase JG, Feasibility of titrating PEEP to minimum elastance for mechanically ventilated patients. Pilot and Feasibility Studies. 2015;1(1):9.
Lindsay A, Bernard A, Davidson SM, Redmond D, Chiew YS, Pretty C, Chase JG, Shaw GM, Gieseg S, Draper N, Lung injury and respiratory mechanics in rugby union, The journal of sport medicine and physical fitness, 2015.
2014
Szlavecz A, Chiew YS, Redmond D, A Beatson A, Glassenbury D, Corbett S, Major V, Pretty C, Shaw GM, Benyo B, Desaive T, Chase JG, The Clinical Utilisation of Respiratory Elastance Software (CURE Soft): a bedside software for real-time respiratory mechanics monitoring and mechanical ventilation management. BioMedical Engineering OnLine 2014, 13:140.
Damanhuri NS, Docherty PD, Chiew YS, van Drunen EJ, Desaive T, Chase JG: A Patient-Specific Airway Branching Model for Mechanically Ventilated Patients. Computational and Mathematical Methods in Medicine 2014, 2014:10.
Kamoi S, Pretty C, Docherty PD, Squire D, Revie J, Chiew YS, Desaive T, Shaw GM, Chase JG, Continuous stroke volume estimation from aortic pressure using zero dimensional cardiovascular model: proof of concept study from porcine experiments, PLoS ONE 2014, 9:e102476.
Redmond D, Chiew YS, van Drunen, EJ, Shaw GM, Chase JG, A Minimal Algorithm for a Minimal Recruitment Model–Model Estimation of Alveoli Opening Pressure of an Acute Respiratory Distress Syndrome (ARDS) Lung, Biomedical Signal processing and Control 2014, 14:1-8.
Chase JG, Moeller K, Shaw G, Schranz C, Chiew YS, and Desaive T, When the value of gold is zero, BMC Research Notes 2014, 7:404.
van Drunen EJ, Chiew YS, Pretty C, Shaw GM, Lambermont B, Janssen N, Chase JG, Desaive T, Visualisation of time-varying respiratory system elastance in experimental ARDS animal models, BMC Pulmonary Medicine 2014, 14(1):33.
Docherty P, Schranz C, Chiew YS, Moeller K, Chase JG, Reformulation of the Pressure Dependant Recruitment Model (PRM) of Respiratory Mechanics, Biomedical Signal Processing and Control 2014, 12:47-53.
Docherty P, Schranz C, Chase JG, Chiew YS, Moeller K, 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, Computer Methods and Programs in Biomedicine 2014, 114:e70-e78.
2013
Chiew YS, Chase JG, Lambermont B, Roeseler J, Pretty C, Bialais E, Sottiaux T and Desaive T (2013), Effect of Neurally Adjusted Ventilatory Assist (NAVA) gains on the relationship between electric diaphragmatic activity and tidal volume, BioEngineering Online 2013, 12:61.
van Drunen E, Chiew YS, Chase J, Shaw G, Lambermont B, Janssen N, Damanhuri N, Desaive T, Expiratory model-based method to monitor ARDS disease state. BioMedical Engineering OnLine 2013, 12:57.
van Drunen EJ, Chase JG, Chiew YS, Shaw GM, Desaive T, Analysis of Different Model-Based Approaches for Estimating dFRC for Real-Time Application, BioMedical Engineering Online 2013,12:9.
Moorhead KT, Piquilloud L, Lambermont B, Roeseler J, Chiew YS, Chase JG, Bialais E, Tassaux D, Laterre P-F, Jolliet P, Sottiaux T and Desaive T, NAVA enhances tidal volume/ diaphragmatic electro-myographic activity coupling and variability: A Range90 Analysis of Supply and Demand, Journal of Clinical Monitoring and Computing 2013, 27:61-70.
2012
Chiew YS, Chase JG, Lambermont B, Janssen N, Schranz C, Moeller K, Shaw GM, Desaive T: Physiological relevance and performance of a minimal lung model -- an experimental study in healthy and acute respiratory distress syndrome model piglets. BMC Pulmonary Medicine 2012, 12(1):59
Schranz C, Docherty P, Chiew YS, Chase JG and Moeller K. Structural identifiability and practical applicability of an alveolar recruitment model for ARDS patients, IEEE Transactions on Biomedical Engineering, 2012, 59:3396-3404 (2012 IEEE-EMBS Best Paper Award, Finalist).
Schranz C, Docherty P, Chiew YS, Moeller K, Chase JG, Iterative Integral-Based Parameter Identification of a Respiratory Mechanics Model, BioMedical Engineering Online 2012, 11(1):38.
2011
Chiew YS, Chase JG, Shaw GM, and Sundaresan A and Desaive T, Model-Based PEEP Optimization for Mechanically Ventilated ARDS Patients, BioMedical Engineering Online 2011, 10:11.
Sundaresan A, Chase JG, Shaw GM, Chiew YS and Desaive T, Model-Based Optimal PEEP in Mechanically Ventilated ARDS Patients in the Intensive Care Unit, BioMedical Engineering Online 2011, 10:64.