Projects per year
Personal profile
Biography
Dr Chee-Ming Ting is Associate Professor in the School of Information Technology, Monash University Malaysia, specializing in machine learning and data science. He was a Senior Lecturer with the School of Biomedical Engineering and Health Sciences, University Teknologi Malaysia from 2014 to 2020, and a Research Scientist with the Computer, Electrical and Mathematical Sciences & Engineering Division, King Abdullah University of Science and Technology from 2017 to 2018. He was an Honorary Senior Research Fellow at the Division of Psychology and Language Sciences, University College London from 2020 to 2023.
Dr Ting has published over 26 journal papers, 43 refereed conference papers and 6 book chapters in signal processing, medical imaging, biomedical informatics and biomedical engineering. He has served as principal investigator (PI) and co-PI for research grants from university and goverment of over RM2.5 millions in total. He has graduated 4 PhD and 5 Masters students, and is now supervising 10 PhD Masters students. His research interests include signal & image processing, deep neural networks, computational statistics and statistical models for networks with applications to neuroimaging and other biomedical data for automatic prediction of diseases and patient monitoring.
Dr Ting received Research Excellence Award from the IEEE Signal Processing Society Malaysia for the Best IEEE Journal Paper in 2019 and 2022, respectively. He also won several national and international innovations awards. He has served as referee for over 30 journals and IEEE flagship conferences, and as member in technical and organizing committees for international conferences.
Research interests
- Biomedical signal and image analysis
- Deep learning
- Computational statistics
- Spatio-temporal modeling
- Network science
- Neuroimaging (fMRI & EEG)
- Brain connectivity analysis
- Computer-aided detection
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
Mathematics - Statistics, Doctor of Philosophy
Electrical Engineering, Master of Engineering
Electrical & Electronics Engineering, Bachelor of Engineering (Hons.)
External positions
Honorary Senior Research Fellow, University College London
12 Jul 2020 → 12 Jul 2023
Research Scientist, King Abdullah University of Science and Technology
1 Jul 2017 → 31 Aug 2018
Senior Lecturer, Universiti Teknologi Malaysia (University of Technology Malaysia)
1 Jul 2014 → 31 Aug 2020
Research area keywords
- Biomedical signal and image analysis
- Deep learning
- Computational statistics
- Spatio-temporal modeling
- Network science
- Neuroimaging (fMRI & EEG)
- Brain connectivity analysis
- Computer-aided detection
Collaborations and top research areas from the last five years
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Æinstein: Adversarial AI amongst Materials Discovery Domains
Phan, R., Pal, A., Rajanala, S., Ting, C., Krishnasamy, G., Noman, F., Shu Min, L., Liu, J., Rudolph, C., Steinfeld, R., Siang Piao, C., Tumian, A. & Nik Hashim, N. N. W.
1/06/24 → 31/05/26
Project: Research
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A Novel Framework for Personalized Prediction of Neurological Diseases from Brain Networks using Signal decomposition and Graph Deep Learning Techniques
Ting, C., Lian, T. C., Phan, R., Wong, K. S., Ombao, H. & Tan, H. J.
1/10/23 → 30/09/26
Project: Research
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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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NOVEL APPROACHES TO ANALYZING TIME SERIES OF OBJECTS WITH APPLICATIONS TO BRAIN CONNECTIVITY
Ting, C., Ombao, H. & Freyermuth, J.
1/04/23 → 31/03/26
Project: Research
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AdverSurreal: Novel Adversarial Techniques against Realistic DeepFakes
Phan, R., Wong, K. S., Ting, C., Monn, V. & Yu, J.
7/09/21 → 6/09/24
Project: Research
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ASF-YOLO: A novel YOLO model with attentional scale sequence fusion for cell instance segmentation
Kang, M., Ting, C-M., Ting, F. F. & Phan, R. C. W., Jul 2024, In: Image and Vision Computing. 147, 9 p., 105057.Research output: Contribution to journal › Article › Research › peer-review
Open Access33 Citations (Scopus) -
Graph autoencoders for embedding learning in brain networks and major depressive disorder identification
Noman, F., Ting, C. M., Kang, H., Phan, R. C. W. & Ombao, H., Mar 2024, In: IEEE Journal of Biomedical and Health Informatics. 28, 3, p. 1644-1655 12 p.Research output: Contribution to journal › Article › Research › peer-review
6 Citations (Scopus) -
A unified framework for static and dynamic functional connectivity augmentation for multi-domain brain disorder classification
Tan, Y-F., Ting, C. M., Noman, F., Phan, R. C. W. & Ombao, H., 2023, 2023 IEEE International Conference on Image Processing, Proceedings. Ngo, C-W. & See, J. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 635-639 5 p. (Proceedings - International Conference on Image Processing, ICIP).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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Brain waves spectral analysis of human responses to odorous and non-odorous substances: A preliminary study.
Chow, X. H., Ting, C. M., Wan Hamizan, A. K., Zahedi, F. D., Tan, H. J., Remli, R., Khoo, C. S., Ombao, H., Sahibulddin, S. Z. & Husain, S., 1 Jun 2023, In: The Journal of Laryngology & Otology. 138, 3, 26 p.Research output: Contribution to journal › Article › Research › peer-review
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ELEGANT: End-to-end language grounded speech denoiser for efficient generation of talking face
Chai, A. F., Rajanala, S., Pal, A., Phan, R. C. W. & Ting, C. M., 2023, 2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). Lin, T-L., Kajikawa, Y. & Yin, Z. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 833-838 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Prizes
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Research Excellence Award 2019 (Best Journal Paper), IEEE Signal Processing Society Malaysia
Ting, Chee-Ming (Recipient), 18 Sept 2019
Prize: Prize (including medals and awards)
File -
Research Excellence Award 2022 (Best Journal Paper), IEEE Signal Processing Society Malaysia
Ting, Chee-Ming (Recipient), 31 Dec 2022
Prize: Prize (including medals and awards)
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