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Dr Jeffery Chan

Dr Jeffery Chan

Research Associate

PhD in Information Technology and Electrical Engineering – The University of Queensland
MPhil in Manufacturing Engineering and Engineering Management – City University of Hong Kong
BEng in Mechatronic Engineering (1st Class Honours) – City University of Hong Kong

Medicine & Health
School of Population Health

I am a Data Scientist and Researcher leading the data science component of a national initiative to develop a Learning Health System. This artificial intelligence (AI)-driven system is designed to support clinical decision-making in multidisciplinary team (MDT) oncology clinics, with the goal of integrating precision oncology into routine care.

I was awarded a 91̽»¨ Research Infrastructure Grant to establish the foundation for an implementation science platform. This initiative aims to accelerate the uptake of evidence into practice and optimise implementation strategies in clinical settings.

With background in engineering and extensive industrial experience, my focus spans multiple areas, including the development and evaluation of AI applied to electronic medical records (EMR) and algorithm implementation on biomedical data. The method involves constructing comprehensive data pipelines that draw from diverse sources, utilizing advanced algorithms and AI to enhance patient safety.
E-mail
jeffery.chan@unsw.edu.au
  • Book Chapters | 2017
    Chan J; Saha T; Ma H, 2017, 'Advanced signal processing techniques for partial discharge measurement', in Transformer Ageing Monitoring and Estimation Techniques, John Wiley & Sons
  • Journal articles | 2023
    Muideen AA; Lee CKM; Chan J; Pang B; Alaka H, 2023, 'Broad Embedded Logistic Regression Classifier for Prediction of Air Pressure Systems Failure', MATHEMATICS, 11,
    Journal articles | 2022
    Xu Z; Lee CKM; Lv Y; Chan J, 2022, 'Ensemble Capsule Network with an Attention Mechanism for the Fault Diagnosis of Bearings from Imbalanced Data Samples', SENSORS, 22,
    Journal articles | 2015
    Chan JC; Ma H; Saha TK, 2015, 'Hybrid method on signal de-noising and representation for online partial discharge monitoring of power transformers at substations', IET SCIENCE MEASUREMENT & TECHNOLOGY, 9, pp. 890 - 899,
    Journal articles | 2015
    Chan JC; Ma H; Saha TK, 2015, 'Time-frequency Sparsity Map on Automatic Partial Discharge Sources Separation for Power Transformer Condition Assessment', IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION, 22, pp. 2271 - 2283,
    Journal articles | 2014
    Chan J; Ma H; Saha T; Ekanayake C, 2014, 'Self-adaptive partial discharge signal de-noising based on ensemble empirical mode decomposition and automatic morphological thresholding', IEEE Transactions on Dielectrics and Electrical Insulation, 21, pp. 294 - 303,
    Journal articles | 2014
    Chan JC; Ma H; Saha TK; Ekanayake C, 2014, 'Self-adaptive Partial Discharge Signal De-noising Based on Ensemble Empirical Mode Decomposition and Automatic Morphological Thresholding', IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION, 21, pp. 294 - 303,
    Journal articles | 2014
    Chan JC; Ma H; Saha TK, 2014, 'Automatic Blind Equalization and Thresholding for Partial Discharge Measurement in Power Transformer', IEEE TRANSACTIONS ON POWER DELIVERY, 29, pp. 1927 - 1938,
    Journal articles | 2013
    Ma H; Chan JC; Saha TK; Ekanayake C, 2013, 'Pattern Recognition Techniques and Their Applications for Automatic Classification of Artificial Partial Discharge Sources', IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION, 20, pp. 468 - 478,
    Journal articles | 2009
    Chan JC; Tse PW, 2009, 'A Novel, Fast, Reliable Data Transmission Algorithm for Wireless Machine Health Monitoring', IEEE TRANSACTIONS ON RELIABILITY, 58, pp. 295 - 304,
  • Conference Abstracts | 2024
    Chan J; Lin F; Tran M; McKay S; Liang S; Taylor N, 2024, 'Systematic and AI-assisted curation of knowledge ontology to support rapid learning in implementation science', in Society for Implementation Research Collaboration (SIRC), Colorado, USA, presented at Society for Implementation Research Collaboration (SIRC), Colorado, USA, 26 September 2024 - 28 September 2024
    Patents | 2024
    Chan J, 2024, System and method of multiple low-resolution infrared devices for detecting, counting, and tracking human, Patent No. U.S. Patent 18/943,966, CN Patent 202411607994.3
    Patents | 2020
    Leung A; Chan CH; Leung H; Yuan W; Chan J, 2020, Pressure monitoring and relieving system, Patent No. CN112120715A
    Patents | 2019
    Chan J; Wang D, 2019, The generation method of high-quality panorama sketch with color, brightness and resolution balance, Patent No. US20190281215A1
    Conference Papers | 2017
    Ma H; Saha T; Seo J; Chan J; Cui Y, 2017, 'PDTools: A toolbox of partial discharge (PD) signal analysis for transformer condition assessment', in 2017 IEEE Power & Energy Society General Meeting, IEEE, pp. 1 - 5, presented at 2017 IEEE Power & Energy Society General Meeting (PESGM), 16 July 2017 - 20 July 2017,
    Conference Papers | 2015
    Ma H; Chan J; Saha T; Seo J; Ekanayake C, 2015, 'Advanced signal processing techniques for transformer condition assessment', in 2015 IEEE 11th International Conference on the Properties and Applications of Dielectric Materials (ICPADM), IEEE, pp. 96 - 99, presented at 2015 IEEE 11th International Conference on the Properties and Applications of Dielectric Materials (ICPADM), 19 July 2015 - 22 July 2015,
    Conference Papers | 2015
    Patel J; Martin D; Chan J; Krause O, 2015, 'A case study into improving the 24-month mid-term forecasting of wind energy by combining with PVs', in 2015 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), IEEE, pp. 1 - 5, presented at 2015 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), 15 November 2015 - 18 November 2015,
    Conference Papers | 2014
    Chan JC; Ma H; Saha TK; Ekanayake C, 2014, 'Stochastic Noise Removal on Partial Discharge Measurement for Transformer Insulation Diagnosis', in 2014 IEEE PES GENERAL MEETING - CONFERENCE & EXPOSITION, IEEE, MD, National Harbor, presented at IEEE PES General Meeting, MD, National Harbor, 27 July 2014 - 31 July 2014
    Conference Papers | 2014
    Martin D; Zhang W; Chan J; Lindley J, 2014, 'A comparison of Gumbel and Weibull statistical models to estimate wind speed for wind power generation', in 2014 Australasian Universities Power Engineering Conference (AUPEC), IEEE, pp. 1 - 6, presented at 2014 Australasian Universities Power Engineering Conference (AUPEC), 28 September 2014 - 01 October 2014,
    Conference Papers | 2014
    Saha T; Ma H; Daniel M; Chandima E; Chan J; Yi C; Fairouz Y; Junhyuck S, 2014, 'Using pattern recognition techniques to determine power transformer health', Sydney, Australia, presented at TechCon Asia Pacific, Sydney, Australia
    Conference Papers | 2013
    Chan J; Ma H; Saha T, 2013, 'A comparative study on signal processing for partial discharge measurement', Brisbane, Queensland, presented at Cigre Colloquium, Brisbane, Queensland
    Conference Papers | 2013
    Chan JC; Hui Ma ; Saha TK, 2013, 'Partial discharge pattern recognition using multiscale feature extraction and support vector machine', in 2013 IEEE Power & Energy Society General Meeting, IEEE, pp. 1 - 5, presented at 2013 IEEE Power & Energy Society General Meeting, 21 July 2013 - 25 July 2013,
    Conference Papers | 2013
    Chan JC; Ma H; Saha TK; Ekanayake C, 2013, 'Adaptive blind equalization for automatic partial discharge signal processing and pattern classification', in 2013 Annual Report Conference on Electrical Insulation and Dielectric Phenomena, IEEE, pp. 1197 - 1200, presented at 2013 IEEE Conference on Electrical Insulation and Dielectric Phenomena - (CEIDP 2013), 20 October 2013 - 23 October 2013,
    Conference Papers | 2013
    Hui Ma ; Chan JC; Saha TK, 2013, 'Bayesian neural network and discrete wavelet transform for partial discharge pattern classification in high voltage equipment', in 2013 IEEE Power & Energy Society General Meeting, IEEE, pp. 1 - 5, presented at 2013 IEEE Power & Energy Society General Meeting, 21 July 2013 - 25 July 2013,
    Conference Papers | 2013
    Ma H; Seo J; Saha T; Chan J; Martin D, 2013, 'Partial Discharge Sources Classification of Power Transformer Using Pattern Recognition Techniques', in 2013 IEEE CONFERENCE ON ELECTRICAL INSULATION AND DIELECTRIC PHENOMENA (CEIDP), IEEE, PEOPLES R CHINA, Shenzhen, pp. 1193 - 1196, presented at IEEE Annual Report Conference on Electrical Insulation and Dielectric Phenomena (CEIDP), PEOPLES R CHINA, Shenzhen, 20 October 2013 - 23 October 2013
    Conference Papers | 2012
    Chan J; Ma H; Saha T; Ekanayake C, 2012, 'A novel level-based automatic wavelet selection scheme for partial discharge measurement', Bali, Indonesia, presented at Australasian Universities Power Engineering Conference, Bali, Indonesia
    Conference Papers | 2010
    Tse PW; Li EY; Chan JC; Leung JT, 2010, 'Automatic generator health assessment system that embedded with advanced fault diagnosis and expert system', in 2010 Prognostics and System Health Management Conference, IEEE, pp. 1 - 7, presented at 2010 Prognostics and System Health Management Conference (PHM), 12 January 2010 - 14 January 2010,
    Conference Papers | 2008
    Chan J; Tse P, 2008, 'A novel data compression algorithm using empirical mode decomposition for wireless machine monitoring data transmission', Beijing, China, presented at WCEAM – World Congress on Engineering Asset Management, Beijing, China
    Conference Papers | 2007
    Tse P; Chan J, 2007, 'Development of a low-cost wireless signal acquisition system that is suitable for machine condition monitoring', Harrogate, UK, presented at WCEAM – World Congress on Engineering Asset Management, Harrogate, UK

  • Taylor N, Chan J, Liang S, Mazariego C, Lovell N, Lin F, Grebely J, Sansom-Daly U, Tucker K, Delaney G, Goldstein D, Thomas D, Ziegler D, Ivers R, Yu J, Ooi S-Y, Croucher P, Chaffer C, Young M-A, Bolton P, Wakefield C, Palmer E, Jaffe A, Curtis J, Delbaere K, Lingham R, Fletcher J, Hastings B, Tan B, Kimonis E. Developing an AI model and web application for building a foundation implementation science platform - ImpleMATE Ìý91̽»¨ ÌýResearch Infrastructure Scheme Ìý $363007.79 (2025)
  • Chan J, Taylor N, McKay S, Liang S, Lin F, Tran M. Developing a co-designed system for curation of cancer implementation studies and extraction of implementation information using natural language processing 91̽»¨ School of Population Health Seed Grant Ìý$5,000 (2024)
  • Narasimhan P., Forero R., Fry ÌýM., Joshi A., Hale S., Jonnagaddala J., Iqbal U., Mohsin M., Sunjaya A., McCarthy S., Gurdasani D., Shen F., Coggins A., Varndell W., Harris-Roxas B., Seale H., Chan J., Nguyen Q., Quick B., Gabriel P., User-centred design and testing of a conversational Artificial Intelligence (AI) chatbot to address language barriers in Emergency Department Triage – The TRIBOT study, NHMRC Ideas Grant, $981,700 (2025-2027)

Best Journal Paper (EAIT Postgraduate Conference 2015) – The University of Queensland
UQ International Scholarship – The University of Queensland
Australian Research Council Scholarship – Australian Government
Postgraduate Scholarship – City University of Hong Kong

P-OMICs-flow: Integrating precision oncology into clinical programs

Developing an AI model and web application for building a foundation implementation science platform - ImpleMATE

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