By Dr Jeffery Chan

Book Chapters

Lin FP; Tran M; Thavaneswaran S; Grady JP; Kansara M; Chan J; Ballinger ML; Simes J; Thomas DM, 2025, 'Automating Precision Oncology Literature Curation: A Decision Tree Approach Using Large Language Models', in , pp. 248 - 252, http://dx.doi.org/10.3233/SHTI250839

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

Chan J, 2025, 'A Robust BERT-Based Deep Learning Model for Automated Cancer Type Extraction from Unstructured Pathology Reports', arXiv

Chan J, 2025, 'Automating Precision Oncology Literature Curation: A Decision Tree Approach Using Large Language Models', Stud Health Technol Inform

Chan J; Tran M; Liang S; McKay S; Kennedy E; Monaghan H; Middleton S; Koh B; Taylor N; Lin F, 2025, 'Development of a Digital Case-Based Knowledge Base to Support Rapid Learning in Precision Oncology', Studies in Health Technology and Informatics, 329, pp. 263 - 267, http://dx.doi.org/10.3233/SHTI250842

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, http://dx.doi.org/10.3390/math11041014

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, http://dx.doi.org/10.3390/s22155543

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 and Technology, 9, pp. 890 - 899, http://dx.doi.org/10.1049/iet-smt.2014.0358

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

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

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.2013.003839

Ma H; Chan J; 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

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

Conference Papers

Ma H; Seo J; Saha T; Chan J, 2018, 'Joint time-frequency analysis for partial discharge (PD) signal extraction', in Proceedings of the IEEE International Conference on Properties and Applications of Dielectric Materials, pp. 90 - 93, http://dx.doi.org/10.1109/ICPADM.2018.8401084

Ma H; Saha T; Seo J; Chan J; Cui Y, 2018, 'PDTools: A toolbox of partial discharge (PD) signal analysis for transformer condition assessment', in IEEE Power and Energy Society General Meeting, pp. 1 - 5, http://dx.doi.org/10.1109/PESGM.2017.8273888

Patel J; Martin D; Chan J; Krause O, 2016, 'A case study into improving the 24-month mid-term forecasting of wind energy by combining with PVs', in Asia Pacific Power and Energy Engineering Conference Appeec, http://dx.doi.org/10.1109/APPEEC.2015.7380866

Ma H; Chan J; Saha T; Seo J; Ekanayake C, 2015, 'Advanced signal processing techniques for transformer condition assessment', in Proceedings of the IEEE International Conference on Properties and Applications of Dielectric Materials, pp. 96 - 99, http://dx.doi.org/10.1109/ICPADM.2015.7295217

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 2014 Proceedings, http://dx.doi.org/10.1109/AUPEC.2014.6966499

Chan JC; Ma H; Saha TK; Ekanayake C, 2014, 'Stochastic noise removal on partial discharge measurement for transformer insulation diagnosis', in IEEE Power and Energy Society General Meeting, http://dx.doi.org/10.1109/PESGM.2014.6938913

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

Chan JC; Ma H; Saha TK; Ekanayake C, 2013, 'Adaptive blind equalization for automatic partial discharge signal processing and pattern classification', in Annual Report Conference on Electrical Insulation and Dielectric Phenomena CEIDP, pp. 1197 - 1200, http://dx.doi.org/10.1109/CEIDP.2013.6748108

Hui M; Chan JC; Saha TK, 2013, 'Bayesian neural network and discrete wavelet transform for partial discharge pattern classification in high voltage equipment', in IEEE Power and Energy Society General Meeting, http://dx.doi.org/10.1109/PESMG.2013.6672075

Chan JC; Ma H; Saha TK, 2013, 'Partial discharge pattern recognition using multiscale feature extraction and support vector machine', in IEEE Power and Energy Society General Meeting, http://dx.doi.org/10.1109/PESMG.2013.6672194

Ma H; Seo J; Saha T; Chan J; Martin D, 2013, 'Partial discharge sources classification of power transformer using pattern recognition techniques', in Annual Report Conference on Electrical Insulation and Dielectric Phenomena CEIDP, pp. 1193 - 1196, http://dx.doi.org/10.1109/CEIDP.2013.6747430

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

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

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 Phm 10, http://dx.doi.org/10.1109/PHM.2010.5413425

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

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

Conference Abstracts

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

Theses / Dissertations

Chan J, 2015, Advanced Signal Processing Techniques for Online Power Transformer Insulation Diagnosis

Patents

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

Leung A; Chan CH; Leung H; Yuan W; Chan J, 2020, Pressure monitoring and relieving system, Patent No. CN112120715A

Chan J; Wang D, 2019, The generation method of high-quality panorama sketch with color, brightness and resolution balance, Patent No. US20190281215A1

Preprints

Chan JCH; Hastings J; Tiernan G; Paterson J; Lovell N; Betbeder-Matibet L; Tung PKM; Pink S; Lanzeni D; Donovan T; Milat A; Jorm L; Mazariego C; Zhang C; Fontaine G; Best S; Kennedy G; Michie S; Lin F; Taylor N, 2025, Combining implementation and data sciences to accelerate evidence integration into healthcare - ImpleMATE, http://dx.doi.org/10.31219/osf.io/9qu7p_v1

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