Projects per year
Personal profile
Biography
Dr. Lim Lam Ghai earned his Bachelor’s, Master of Science, and PhD in Electrical and Electronics Engineering from Universiti Teknologi PETRONAS, Malaysia. Currently, he is a lecturer at the School of Engineering, Monash University Malaysia.
His research focuses on advancing non-invasive neuroimaging technologies, with a particular emphasis on functional near-infrared spectroscopy (fNIRS). This modality uses light to measure hemodynamic responses in the brain, offering insights into neural activity without requiring invasive procedures. Dr. Lim's work aims to enhance the clinical applicability of fNIRS for diagnosing and monitoring neurological and psychiatric conditions, improving the understanding of brain function, and advancing mental health research.
Additionally, Dr. Lim is dedicated to leveraging artificial intelligence (AI) algorithms to revolutionize the agriculture sector. His research in this domain includes developing AI-driven solutions for precision farming, such as optimizing crop management, improving yield predictions, and designing autonomous systems for monitoring and enhancing agricultural productivity. His multidisciplinary approach bridges engineering, neuroscience, and agricultural innovation, driving impactful research in both health and sustainable development.
Monash teaching commitment
ENG1014 - Engineering Numerical Analysis (Unit Coordinator)
TRC5901 - Applied Artificial Intelligence (Chief Examiner)
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
Electrical and Electronics Engineering, Doctor of Philosophy, Universiti Teknologi Petronas (University of Technology Petronas)
Award Date: 10 Jan 2022
Electrical and Electronics Engineering, Master of Science, Universiti Teknologi Petronas (University of Technology Petronas)
Award Date: 15 Oct 2017
Electrical and Electronics Engineering, Bachelor of Engineering, Universiti Teknologi Petronas (University of Technology Petronas)
Award Date: 19 Oct 2014
Research area keywords
- Neuroimaging
- Functional Near-Infrared Spectroscopy
- Brain-Computer Interface
- Machine Learning
- Deep Learning
- Smart Agriculture
Collaborations and top research areas from the last five years
Projects
- 1 Active
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An adaptive block-design paradigm with a novel deep learning-assisted approach for better cognitive load estimation
Lam Ghai, L., Chee Pin, T., Ting, C., Monn, V., Tang, T. B. & Ho, C. M. R.
1/10/23 → 30/09/26
Project: Research
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Altered functional connectivity subserving expressed emotion environments in schizophrenia: An fNIRS study
Wang, C., Zhang, Y., Chong, J. S., Zhang, W., Zhang, X., McIntyre, R. S., Li, Z., Ho, R. C. M., Tang, T. B. & Lim, L. G., Aug 2024, In: Schizophrenia Research. 270, p. 178-187 10 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
A review on recent advances of cellulose acetate membranes for gas separation
Bashir, Z., Lock, S. S. M., Hira, N. E., Ilyas, S. U., Lim, L. G., Lock, I. S. M., Yiin, C. L. & Darban, M. A., 18 Jun 2024, In: RSC Advances. 14, 27, p. 19560-19580 21 p.Research output: Contribution to journal › Review Article › Research › peer-review
Open Access1 Citation (Scopus) -
An fNIRS investigation of novel expressed emotion stimulations in schizophrenia
Wang, C., Zhang, Y., Lim, L. G., Cao, W., Zhang, W., Wan, X., Fan, L., Liu, Y., Zhang, X., Tian, Z., Liu, X., Pan, X., Zheng, Y., Pan, R., Tan, Y., Zhang, Z., McIntyre, R. S., Li, Z., Ho, R. C. M. & Tang, T. B., 10 Jul 2023, In: Scientific Reports. 13, 1, 11 p., 11141.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile4 Citations (Scopus) -
A Novel Deep Convolutional Neural Network Pooling Algorithm for Small floating objects detection
Shen, J. Y., Lu, C. K. & Lim, L. G., 2023, 2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, p. 175-176 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other
2 Citations (Scopus) -
Rethinking of the future sustainable paradigm roadmap for plastic waste management: a multi-nation scale outlook compendium
Loy, A. C. M., Lim, J. Y., How, B. S., Yiin, C. L., Lock, S. S. M., Lim, L. G., Alhamzi, H. & Yoo, C. K., 10 Jul 2023, In: Science of the Total Environment. 881, 15 p., 163458.Research output: Contribution to journal › Article › Research › peer-review
10 Citations (Scopus)
Prizes
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IChemE Training & Development Award
Lam Ghai, Lim (Recipient), 2022
Prize: Prize (including medals and awards)
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IEEE SPS Malaysia Research Excellence Award - Best PhD Thesis
Lam Ghai, Lim (Recipient), 2022
Prize: Prize (including medals and awards)
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International Exhibition & Symposium on Productivity, Innovation, Knowledge & Education
Lam Ghai, Lim (Recipient), 2023
Prize: Prize (including medals and awards)
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International Illnovasi Competition
Lam Ghai, Lim (Recipient), 2022
Prize: Prize (including medals and awards)
Activities
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Frontiers in Human Neuroscience (Journal)
Lim Lam Ghai (Peer reviewer)
2024Activity: Publication peer-review and editorial work types › Peer review responsibility
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International Journal of Human-Computer Interaction (Journal)
Lim Lam Ghai (Peer reviewer)
2024Activity: Publication peer-review and editorial work types › Peer review responsibility
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Computers, Materials and Continua (Journal)
Lim Lam Ghai (Peer reviewer)
2024Activity: Publication peer-review and editorial work types › Peer review responsibility
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Biological Psychology (Journal)
Lim Lam Ghai (Peer reviewer)
2024Activity: Publication peer-review and editorial work types › Peer review responsibility
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Journal of Visualized Experiments (Journal)
Lim Lam Ghai (Guest editor)
1 Sept 2023 → …Activity: Publication peer-review and editorial work types › Editorial responsibility