Projects per year
Personal profile
Biography
Dr Ooi heads the Computational Modelling team. He is an Associate Professor in the School of Engineering, Monash University Malaysia. He obtained his Bachelor's degree in Mechanical Engineering from University of Technology, Malaysia and his Doctor of Philosophy from Nanyang Technological University, Singapore. His research experience include research positions in School of Clinical and Experimental Medicine, University of Birmingham, Wessex Institute of Technology and the Institute of Biomedical Engineering, University of Oxford. Dr Ooi is an Associate Editor for the journal Computer Methods and Programs in Biomedicine and Journal of Mechanics in Medicine and Biology. He is also a technical consultant with Ascend Technologies Ltd, United Kingdom.
His primary research interests are to use mathematical and computational modelling to understand different biophysical and physiological phenomena related to thermal ablation therapy and tissue biomechanics. He also retains an interest in the development of mesh reduction numerical methods.
Research interests
Dr Ooi’s research interest focuses on elucidating fundamental mechanisms of various biophysical and physiological problems that are related to healthcare through mathematical and computational modelling. These studies are aimed at facilitating the diagnosis of diseases, improving treatment techniques and formulating solutions to unanswered medical problems.
Dr Ooi is actively involved in the understanding of thermal ablation treatment of cancer, such as radiofrequency ablation and cryoablation. Mathematical and computational modelling techniques are used not only to understand the physiological responses of tissues to heat, but also to optimize the treatment outcome of these different treatment modalities. He also applies his expertise to study other disease diagnosis and treatment, including chornic kidney disease detection using shear wave elastography and sonothrombolysis.
Dr Ooi maintains a strong interest in the development of mesh reduction numerical methods, such as the boundary element method and meshless methods. He is one of the pioneers of the meshless technique, radial basis integral equation method that utilizes integral equations and radial basis functions to solve partial differential equations.
Monash teaching commitment
- MEC2405 - Thermodynamics
- MEC3456 - Engineering Computational Analysis
- MEC3828 - Biomedical Engineering and Healthcare Systems
- MEC4401 - Final Year Project
- MEC4402 - Final Year Project-Thesis
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Mechanical Engineering, Doctor of Philosophy, Nanyang Technological University (NTU)
Award Date: 30 Nov 2009
Research area keywords
- biomedical engineering
- numerical analysis
- Cancer therapy
- Computational Modeling
- Diagnostic markers
- Mathematical Modeling (Medical)
- Biomechanical research
- Digital Health
Collaborations and top research areas from the last five years
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Development of an Immunoassay-on-a-Chip for Evaluating T-Cell and NK-Cell Infiltration in Cancer Immunotherapy
Lor Huai, C. (Primary Chief Investigator (PCI)), Ooi, E. H. (Chief Investigator (CI)) & Lim, W. M. (Chief Investigator (CI))
1/11/25 → 31/10/27
Project: Research
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Ex vivo investigations on the safety and effectiveness of gold nanorods photothermal therapy for liver cancer treatment
Ooi, E. H. (Primary Chief Investigator (PCI))
1/11/22 → 31/10/24
Project: Research
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Deep associative classification of gene expression profiles: Integration of heterogeneous biological information toward accurate cancer biomarker discovery
Huey Fang, O. (Primary Chief Investigator (PCI)), Wong, K. S. (Chief Investigator (CI)), Ooi, E. H. (Chief Investigator (CI)), Lim, C. H. (Chief Investigator (CI)) & Rosli, R. (Chief Investigator (CI))
1/09/22 → 31/05/25
Project: Research
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Improving the Operationality and Water Collection Efficiency of a Rainwater Pre-Tank Filtration System
Meng Nan, C. (Primary Chief Investigator (PCI)), Ooi, E. H. (Chief Investigator (CI)) & Mohd Zahidi, I. (Chief Investigator (CI))
22/11/21 → 21/11/22
Project: Research
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An investigation into the fundamental characteristics of graphene oxide (GO) coated microbubbles in convection heat transfer enhancement
Ee Von, L. (Primary Chief Investigator (PCI)), Yew Mun, H. (Chief Investigator (CI)), Ooi, E. H. (Chief Investigator (CI)) & Lee, J. R. (Chief Investigator (CI))
7/09/21 → 6/09/24
Project: Research
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Amogel: a multi-omics classification framework using associative graph neural networks with prior knowledge for biomarker identification
Tan, C. Y., Ong, H. F., Lim, C. H., Tan, M. S., Ooi, E. H. & Wong, K. S., 28 Mar 2025, In: BMC Bioinformatics. 26, 1, 27 p., 94.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile1 Citation (Scopus) -
Augmentation of piezoelectric thin-film flapping velocimetry turbulence strength detection via machine learning
Lee, T. S., Ooi, E. H., Chang, W. S. & Foo, J. J., Jan 2025, In: Physics of Fluids. 37, 1, 18 p., 015117.Research output: Contribution to journal › Article › Research › peer-review
Open Access3 Citations (Scopus) -
Convection heat transfer enhancement of a vertically heated surface via rising bubbles in graphene oxide (GO) nanofluid
Siow, L. T., Lee, J. R., Kitagawa, A., Ooi, E. H. & Lau, E. V., 1 Dec 2025, In: International Journal of Heat and Mass Transfer. 252, 14 p., 127450.Research output: Contribution to journal › Article › Research › peer-review
Open Access1 Citation (Scopus) -
Effects of skin surface roughness on the passive and active thermographic detection of melanoma: A numerical analysis
Mok, H. Y., Ooi, E. H., Chiew, Y. S., Pamidi, N. & Ooi, E. T., 15 Nov 2025, In: International Journal of Heat and Mass Transfer. 251, 15 p., 127345.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Lattice Boltzmann-based microchannel concentration mixing with surface roughness-mediated flow dynamics
Chai, L. K., Yeoh, C. V., Ooi, E. H. & Foo, J. J., Mar 2025, In: Physics of Fluids. 37, 3, 15 p., 032027.Research output: Contribution to journal › Article › Research › peer-review
Open Access1 Citation (Scopus)
Activities
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Monash PhD Grand Challenges Interdisciplinary Mobility
Ooi, E. H. (Mentor)
23 Oct 2023 → 27 Oct 2023Activity: Other Teaching Engagements and non-HDR Supervisions › Other
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Professional Engineer
Ooi, E. H. (Member)
1 Jul 2023Activity: External Academic Engagement › Professional association or peak discipline body
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Annual Congress of the Asia-Pacific Society for Artificial Organs 2023
Ooi, E. H. (Member of programme committee)
25 Sept 2023 → 26 Sept 2023Activity: Participating in or organising an event types › Contribution to conference
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Universiti Nottingham Malaysia (University of Nottingham Malaysia Campus)
Ooi, E. H. (Visiting researcher)
4 Aug 2023Activity: Visiting an external institution types › Visiting an external academic institution
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Computer Methods and Programs in Biomedicine (Journal)
Ooi, E. H. (Associate editor)
1 May 2022 → …Activity: Publication peer-review and editorial work types › Editorial responsibility