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

As a data scientist (postdoctoral fellow), I build data pipelines, develop and leverage algorithms and AI, and perform data analysis and evaluation to facilitate clinical decision-making.

My background is in engineering and I have been working on developing and evaluating AI on electronic medical record (EMR), algorithms on biomedical data, Internet of Things (IoT) for patient safety with web and mobile app interfaces, and hardware design for biomedical data collection. 

I am currently working as part of implementation science team, Implementation to Impact (i2i), with the aim at building a learning health system and translating evidence-based precision medicine into practice to improve patient care in oncology. 

  • 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, pp. 1014 - 1014, http://dx.doi.org/10.3390/math11041014
    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 (Basel), 22, http://dx.doi.org/10.3390/s22155543
    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, http://dx.doi.org/10.1049/iet-smt.2014.0358
    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, http://dx.doi.org/10.1109/tdei.2015.004836
    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, http://dx.doi.org/10.1109/tdei.2014.6740752
    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, http://dx.doi.org/10.1109/tpwrd.2014.2322114
    Journal articles | 2013
    Hui Ma ; 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, http://dx.doi.org/10.1109/tdei.2013.6508749
    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, http://dx.doi.org/10.1109/tr.2009.2020479
  • 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, presented at 2017 IEEE Power & Energy Society General Meeting (PESGM), 16 July 2017 - 20 July 2017, http://dx.doi.org/10.1109/pesgm.2017.8273888
    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, presented at 2015 IEEE 11th International Conference on the Properties and Applications of Dielectric Materials (ICPADM), 19 July 2015 - 22 July 2015, http://dx.doi.org/10.1109/icpadm.2015.7295217
    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, presented at 2015 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), 15 November 2015 - 18 November 2015, http://dx.doi.org/10.1109/appeec.2015.7380866
    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, presented at 2014 IEEE Power & Energy Society General Meeting, 27 July 2014 - 31 July 2014, http://dx.doi.org/10.1109/pesgm.2014.6938913
    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, presented at 2014 Australasian Universities Power Engineering Conference (AUPEC), 28 September 2014 - 01 October 2014, http://dx.doi.org/10.1109/aupec.2014.6966499
    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, presented at 2013 IEEE Power & Energy Society General Meeting, 21 July 2013 - 25 July 2013, http://dx.doi.org/10.1109/pesmg.2013.6672194
    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, presented at 2013 IEEE Conference on Electrical Insulation and Dielectric Phenomena - (CEIDP 2013), 20 October 2013 - 23 October 2013, http://dx.doi.org/10.1109/ceidp.2013.6748108
    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, presented at 2013 IEEE Power & Energy Society General Meeting, 21 July 2013 - 25 July 2013, http://dx.doi.org/10.1109/pesmg.2013.6672075
    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 Annual Report Conference on Electrical Insulation and Dielectric Phenomena, IEEE, presented at 2013 IEEE Conference on Electrical Insulation and Dielectric Phenomena - (CEIDP 2013), 20 October 2013 - 23 October 2013, http://dx.doi.org/10.1109/ceidp.2013.6747430
    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, presented at 2010 Prognostics and System Health Management Conference (PHM), 12 January 2010 - 14 January 2010, http://dx.doi.org/10.1109/phm.2010.5413425
    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

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