Simon K. Poon

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 74

Top Venues

Publications

Yi Lin Jiang, Kevin K. Y. Kuan, Simon K. Poon
A Case-Based Approach for Unravelling the Complexity in Adoption Decision-Making in Enterprise Health Information Systems. ACSW (2024)
David Hua, Neysa Petrina, Noel Young, Jin-Gun Cho, Simon K. Poon
Understanding the factors influencing acceptability of AI in medical imaging domains among healthcare professionals: A scoping review. Artif. Intell. Medicine 147 (2024)
Xiuyu Huang, Kup-Sze Choi, Shuang Liang, Yuanpeng Zhang, Yingkui Zhang, Simon K. Poon, Witold Pedrycz
Frequency Domain Channel-Wise Attack to CNN Classifiers in Motor Imagery Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 71 (5) (2024)
Eui Dong Kim, Kevin K. Y. Kuan, Milan Rasikbhai Vaghasiya, Naren Gunja, Simon K. Poon
A repeated cross-sectional study on the implementation of electronic medication management system. Inf. Technol. Manag. 25 (1) (2024)
David Hua, Neysa Petrina, Noel Young, Jin-Gun Cho, Simon K. Poon
Implementing AI-based Computer-Aided Diagnosis for Radiological Detection of Tuberculosis: A Multi-Stage Health Technology Assessment. ICDH (2023)
Eui Dong Kim, Kevin K. Y. Kuan, Milan Rasikbhai Vaghasiya, Jonathan Penm, Naren Gunja, Redouane El Amrani, Simon K. Poon
Passive resistance to health information technology implementation: the case of electronic medication management system. Behav. Inf. Technol. 42 (13) (2023)
Qifan Chen, Yang Lu, Charmaine S. Tam, Simon K. Poon
A Data-Driven Framework to Test Validity of the Discovered Clinical Process Based on Selected Patient Outcomes. ACSW (2023)
David Hua, Khang Nguyen, Neysa Petrina, Noel Young, Jin-Gun Cho, Adeline Yap, Simon K. Poon
Benchmarking the diagnostic test accuracy of certified AI products for screening pulmonary tuberculosis in digital chest radiographs: Preliminary evidence from a rapid review and meta-analysis. Int. J. Medical Informatics 177 (2023)
Yang Lu, Qifan Chen, Simon K. Poon
Detecting Context Activities in Event Logs. BPMDS/EMMSAD@CAiSE (2022)
Yang Lu, Qifan Chen, Simon K. Poon
A Deep Learning Approach for Repairing Missing Activity Labels in Event Logs for Process Mining. CoRR (2022)
Qifan Chen, Yang Lu, Charmaine S. Tam, Simon K. Poon
A Multi-View Framework to Detect Redundant Activity Labels for More Representative Event Logs in Process Mining. Future Internet 14 (6) (2022)
Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda, Emmanuel Helm, Victor Galvez-Yanjari, Eric Rojas, Antonio Martinez-Millana, Davide Aloini, Ilaria Angela Amantea, Robert Andrews, Michael Arias, Iris Beerepoot, Elisabetta Benevento, Andrea Burattin, Daniel Capurro, Josep Carmona, Marco Comuzzi, Benjamin Dalmas, Rene de la Fuente, Chiara Di Francescomarino, Claudio Di Ciccio, Roberto Gatta, Chiara Ghidini, Fernanda Gonzalez-Lopez, Gema Ibáñez-Sánchez, Hilda B. Klasky, Angelina Prima Kurniati, Xixi Lu, Felix Mannhardt, Ronny Mans, Mar Marcos, Renata Medeiros de Carvalho, Marco Pegoraro, Simon K. Poon, Luise Pufahl, Hajo A. Reijers, Simon Remy, Stefanie Rinderle-Ma, Lucia Sacchi, Fernando Seoane, Minseok Song, Alessandro Stefanini, Emilio Sulis, Arthur H. M. ter Hofstede, Pieter J. Toussaint, Vicente Traver, Zoe Valero-Ramon, Inge van de Weerd, Wil M. P. van der Aalst, Rob J. B. Vanwersch, Mathias Weske, Moe Thandar Wynn, Francesca Zerbato
Process mining for healthcare: Characteristics and challenges. J. Biomed. Informatics 127 (2022)
Yun Wan, Makoto Nakayama, Chei Sian Lee, Simon K. Poon, Panagiotis Stamolampros
Correction to: The cultural impact in platform competition. Electron. Mark. 32 (3) (2022)
Qifan Chen, Yang Lu, Charmaine S. Tam, Simon K. Poon
Predictive Process Monitoring for Early Predictions of Short- and Long-Term Mortality for Patients with Acute Coronary Syndrome. PACIS (2022)
Tamara Rosic, Neysa Petrina, Melissa T. Baysari, Angus Ritchie, Simon K. Poon
Patient and clinician use characteristics and perceptions of pulse oximeter use: A scoping review. Int. J. Medical Informatics 162 (2022)
Kelvin Kam-fai Tsoi, Patrick Hung, Simon K. Poon
Introduction to the Minitrack on Big Data on Healthcare Application. HICSS (2022)
Qifan Chen, Yang Lu, Charmaine S. Tam, Simon K. Poon
Outcome-Oriented Predictive Process Monitoring to Predict Unplanned ICU Readmission in MIMIC-IV Database. ECIS (2022)
Yang Lu, Qifan Chen, Simon K. Poon
A Deep Learning Approach for Repairing Missing Activity Labels in Event Logs for Process Mining. Inf. 13 (5) (2022)
Qifan Chen, Yang Lu, Charmaine S. Tam, Simon K. Poon
Discovering Break Behaviours in Process Mining: An Application to Discover Treatment Pathways in ICU of Patients with Acute Coronary Syndrome. ICPM Workshops (2022)
Qifan Chen, Yang Lu, Simon K. Poon
Discovering Redundant Activities in Event Logs for the Simplification of Process Models. CoRR (2021)
Jackson Zhou, Matloob Khushi, Mohammad Ali Moni, Shahadat Uddin, Simon K. Poon
Lung Cancer Prediction Using Curriculum Learning Based Deep Neural Networks. ICDH (2021)
Zeyuan Wang, Josiah Poon, Jie Yang, Simon K. Poon
Warfarin Dose Estimation on High-dimensional and Incomplete Data. HICSS (2021)
Qifan Chen, Yang Lu, Charmaine S. Tam, Simon K. Poon
Process Mining to Discover and Preserve Infrequent Relations in Event Logs: An Application to Understand the Laboratory Test Ordering Process Using the MIMIC-III Dataset. ACIS (2021)
Milan Rasikbhai Vaghasiya, Jonathan Penm, Kevin K. Y. Kuan, Naren Gunja, Yiren Liu, Eui Dong Kim, Neysa Petrina, Simon K. Poon
Implementation of an Electronic Medication Management System in a large tertiary hospital: a case of qualitative inquiry. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Yang Lu, Qifan Chen, Simon K. Poon
Detecting and Understanding Branching Frequency Changes in Process Models. CoRR (2021)
Yang Lu, Qifan Chen, Simon K. Poon
A Novel Approach to Discover Switch Behaviours in Process Mining. CoRR (2021)
Yang Lu, Qifan Chen, Simon K. Poon
A Robust and Accurate Approach to Detect Process Drifts from Event Streams. BPM (2021)
Yang Lu, Qifan Chen, Simon K. Poon
Detecting and Understanding Branching Frequency Changes in Process Models. BPMDS/EMMSAD@CAiSE (2021)
Yang Lu, Qifan Chen, Simon K. Poon
A Robust and Accurate Approach to Detect Process Drifts from Event Streams. CoRR (2021)
Racha Dabliz, Simon K. Poon, Greg Fairbrother, Angus Ritchie, Garry Soo, Rosemary Burke, Mark Kol, Rebecca Ho, Linh Thai, Jacqueline Laurens, Sergei Ledesma, Arwa A. Sardaneh, Tracy Leung, Ana L. Hincapie, Jonathan Penm
Medication safety improvements during care transitions in an Australian intensive care unit following implementation of an electronic medication management system. Int. J. Medical Informatics 145 (2021)
Zeyuan Wang, Josiah Poon, Shuze Wang, Shiding Sun, Simon K. Poon
A novel method for clinical risk prediction with low-quality data. Artif. Intell. Medicine 114 (2021)
Kelvin Kam-fai Tsoi, Patrick Hung, Simon K. Poon
Introduction to the Minitrack on Big Data on Healthcare Application. HICSS (2021)
Qifan Chen, Yang Lu, Charmaine Tam, Simon K. Poon
A Novel Approach to Detect Redundant Activity Labels For More Representative Event Logs. CoRR (2021)
Racha Dabliz, Simon K. Poon, Angus Ritchie, Rosemary Burke, Jonathan Penm
Usability evaluation of an integrated electronic medication management system implemented in an oncology setting using the unified theory of the acceptance and use of technology. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Andrew Lee, Matloob Khushi, Patrick Hao, Shahadat Uddin, Simon K. Poon
Grading Diabetic Retinopathy Severity Using Modern Convolution Neural Networks (CNN). ICDH (2021)
Xiuyu Huang, Mark Latt, Matloob Khushi, Paulo Pelicioni, Matthew A. Brodie, Stephen R. Lord, Clement Loy, Simon K. Poon
A Multi-view Classification Framework for Falls Prediction: Multiple-domain Assessments in Parkinson's Disease. HICSS (2021)
Philip Mehrgardt, Matloob Khushi, Anusha I. Withana, Simon K. Poon
Machine Learned Pulse Transit Time (MLPTT) Measurements from Photoplethysmography. ICONIP (3) (2020)
Neysa Petrina, Yulia Ulyannikova, Simon K. Poon
Evidence Synthesis in Health Information System (HIS) Adoption: Challenges and Solutions. Position Paper. AMCIS (2020)
Akash Patkal, Monica Gawas, Kevin K. Y. Kuan, Eui Dong Kim, Milan Rasikbhai Vaghasiya, Redouane El Amrani, Wynne Chin, Jonathan Penm, Naren Gunja, Simon K. Poon
Understanding Clinician Satisfaction in Electronic Medication Management Systems: An fsQCA Approach. PACIS (2020)
Patrick Hung, Simon K. Poon, Kelvin Kam-fai Tsoi
Introduction to the Minitrack on Big Data on Healthcare Application. HICSS (2020)
Philip Mehrgardt, Seid Miad Zandavi, Simon K. Poon, Juno Kim, Maria Markoulli, Matloob Khushi
U-Net Segmented Adjacent Angle Detection (USAAD) for Automatic Analysis of Corneal Nerve Structures. Data 5 (2) (2020)
Ruihua Guo, Boris Choi, Simon K. Poon
A New Network-Based Multimorbidity Index for BEtter Primary Care Assessment for Elders: The Australian Context. ECIS (2020)
Jaiprakash Gupta, Simon K. Poon
Configurational Approach to Identify Concept Networks in selected Clinical Safety Incident Classes. HICSS (2020)
Joseph G. Davis, Kevin K. Y. Kuan, Simon K. Poon
Digital Exclusion and Divide in the United States: Exploratory Empirical Analysis of Contributing Factors. AMCIS (2020)
Racha Dabliz, Angus Ritchie, Jonathan Penm, Rosemary Burke, Simon K. Poon
Measuring workload with a modified NASA-TLX following Electronic Medication Management System implementation in hospital. AMIA (2020)
Matloob Khushi, Usman Naseem, Jonathan Du, Anis Khan, Simon K. Poon
Data Mining ENCODE Data Predicts a Significant Role of SINA3 in Human Liver Cancer. ICONIP (3) (2020)
Yang Lu, Qifan Chen, Simon K. Poon
A Novel Approach to Discover Switch Behaviours in Process Mining. ICPM Workshops (2020)
Usman Naseem, Matloob Khushi, Shah Khalid Khan, Nazar Waheed, Adnan Mir, Atika Qazi, Bandar Alshammari, Simon K. Poon
Diabetic Retinopathy Detection Using Multi-layer Neural Networks and Split Attention with Focal Loss. ICONIP (3) (2020)
Saad Bin Yousuf, Hasan Sajid, Simon K. Poon, Matloob Khushi
IMDB-Attire: A Novel Dataset for Attire Detection and Localization. ICONIP (2) (2019)
Zeyuan Wang, Josiah Poon, Simon K. Poon
AMI-Net+: A Novel Multi-Instance Neural Network for Medical Diagnosis from Incomplete and Imbalanced Data. CoRR (2019)
Shisheng Zhang, Simon K. Poon, Kenny Vuong, Alexandra Sneddon, Clement T. Loy
A Deep Learning-Based Approach for Gait Analysis in Huntington Disease. MedInfo (2019)
Zeyuan Wang, Josiah Poon, Simon K. Poon
TCM Translator: A Sequence Generation Approach for Prescribing Herbal Medicines. BIBM (2019)
Zeyuan Wang, Josiah Poon, Simon K. Poon
AMI-Net+: A Novel Multi-Instance Neural Network for Medical Diagnosis from Incomplete and Imbalanced Data. Aust. J. Intell. Inf. Process. Syst. 15 (3) (2019)
Eui Dong Kim, Kevin K. Y. Kuan, Redouane El Amrani, Milan Rasikbhai Vaghasiya, Jonathan Penm, Naren Gunja, Simon K. Poon
Understanding Health Information Technology Assimilation at Individual Level: the Case of Electronic Medication Management System. ECIS (2019)
Xiuyu Huang, Matloob Khushi, Mark Latt, Clement Loy, Simon K. Poon
Machine Learning Based Method for Huntington's Disease Gait Pattern Recognition. ICONIP (4) (2019)
Christine Poon, Niku Gorji, Mark Latt, Kelvin Kam-fai Tsoi, Boris Choi, Clement Loy, Simon K. Poon
Derivation and Analysis of Dynamic Handwriting Features as Clinical Markers of Parkinson's Disease. HICSS (2019)
Racha Dabliz, Simon K. Poon, Angus Ritchie, Kevin K. Y. Kuan, Jonathan Penm
The Digitization of the ICU: An Evaluation of Usability and Hospital-Wide Acceptability. MedInfo (2019)
Kelvin Kam-fai Tsoi, Simon K. Poon, Patrick Hung
Introduction to the Minitrack on Big Data on Healthcare Application. HICSS (2019)
Zeyuan Wang, Josiah Poon, Shiding Sun, Simon K. Poon
Attention-based Multi-instance Neural Network for Medical Diagnosis from Incomplete and Low Quality Data. IJCNN (2019)
Zeyuan Wang, Josiah Poon, Shiding Sun, Simon K. Poon
Attention-based Multi-instance Neural Network for Medical Diagnosis from Incomplete and Low Quality Data. CoRR (2019)
Zeyuan Wang, Shiding Sun, Josiah Poon, Simon K. Poon
CNN based Multi-Instance Multi-Task Learning for Syndrome Differentiation of Diabetic Patients. BIBM (2018)
Niku Gorji, Simon K. Poon
Logic Synthesis as an Efficient Means of Minimal Model Discovery from Multivariable Medical Datasets. HICSS (2018)
Kelvin Kam-fai Tsoi, Simon K. Poon, Patrick Hung
Introduction to the Minitrack on Big Data on Healthcare Application. HICSS (2018)
Zeyuan Wang, Josiah Poon, Shiding Sun, Simon K. Poon
CNN based Multi-Instance Multi-Task Learning for Syndrome Differentiation of Diabetic Patients. CoRR (2018)
Simon K. Poon, Su Henry, Niku Gorji
A Network-Based Deterministic Model for Causal Complexity. HICSS (2018)
Dan Yu, Simon K. Poon, Vivienne Tran, Mary K. Lam, Monique Hines, Melissa Brunner, Emma Power, Tim Shaw, Leanne Togher
Enabler for Interdisciplinary eHealthcare: A Qualitative Study. HIC (2017)
James Phillips, Dan Yu, Simon K. Poon, Mary K. Lam, Monique Hines, Melissa Brunner, Melanie Keep, Emma Power, Tim Shaw, Leanne Togher
E-Health Readiness for Teams: A Comprehensive Conceptual Model. HIC (2017)
Adrian Peacock, Anthony Cheung, Peter Kim, Simon K. Poon
Socialising Health Burden Through Different Network Topologies: A Simulation Study. HIC (2017)
James Phillips, Simon K. Poon, Dan Yu, Mary K. Lam, Monique Hines, Melissa Brunner, Emma Power, Melanie Keep, Tim Shaw, Leanne Togher
A Conceptual Measurement Model for eHealth Readiness: a Team Based Perspective. AMIA (2017)
Henry Petersen, Josiah Poon, Simon K. Poon, Clement Loy
Better Rulesets by Removing Redundant Specialisations and Generalisations in Association Rule Mining. Australas. J. Inf. Syst. 21 (2017)
Eui Dong Kim, Kevin K. Y. Kuan, Milan Rasikbhai Vaghasiya, Naren Gunja, Jonathan Penm, Simon K. Poon
Evaluating User Satisfaction and Organisational Benefits of Electronic Medication Management System in an Australian Hospital. ACIS (2017)
Niku Gorji, Zador Zsolt, Simon K. Poon
A Configurational Analysis of Risk Patterns for Predicting the Outcome After Traumatic Brain Injury. AMIA (2017)
Kevin K. Y. Kuan, Jessica Smith, Na Liu, Simon K. Poon
The Role of Review Arousal in Online Reviews: Insights from EEG Data. PACIS (2016)
Simon K. Poon, Josiah Poon, Mary K. Lam, Qinglan Yin, Daniel Man-yuen Sze, Justin C. Y. Wu, Vincent C. T. Mok, Jessica Y. L. Ching, Kam-Leung Chan, William H. N. Cheung, Alexander Y. Lau
An Ensemble Approach for Record Matching in Data Linkage. HIC (2016)
Hao Chen, Josiah Poon, Simon K. Poon, Lizhi Cui, Kei Fan, Daniel Man-yuen Sze
Ensemble learning for prediction of the bioactivity capacity of herbal medicines from chromatographic fingerprints. BMC Bioinform. 16 (S12) (2015)
Lizhi Cui, Josiah Poon, Simon K. Poon, Hao Chen, Junbin Gao, Paul Wing Hing Kwan, Kei Fan, Zhihao Ling
An improved independent component analysis model for 3D chromatogram separation and its solution by multi-areas genetic algorithm. BMC Bioinform. 15 (S-12) (2014)
Lizhi Cui, Josiah Poon, Simon K. Poon, Paul Wing Hing Kwan, Junbin Gao, Zhihao Ling
Separation model of Generalized Reference Curve Measurement for HPLC-DAD and it solution by multi-target Bare Bones Particle Swarm Optimization. BIBM (2014)
Hao Chen, Josiah Poon, Simon K. Poon, Lizhi Cui, Daniel Man-yuen Sze
Evaluation of herbal medicine's bioactivity capacity prediction algorithms. BIBM (2014)
Lizhi Cui, Zhihao Ling, Josiah Poon, Simon K. Poon, Junbin Gao, Paul Wing Hing Kwan
A Decomposition Model for HPLC-DAD Data Set and Its Solution by Particle Swarm Optimization. Appl. Comput. Intell. Soft Comput. 2014 (2014)
Henry Petersen, Josiah Poon, Simon K. Poon, Clement Loy, Mariska M. G. Leeflang
Partially Automated Literature Screening for Systematic Reviews by Modelling Non-Relevant Articles. AIH+CARE@AUS-AI (2013)
Lizhi Cui, Josiah Poon, Simon K. Poon, Kei Fan, Hao Chen, Junbin Gao, Paul Wing Hing Kwan, Zhihao Ling
Parallel model of independent component analysis constrained by reference curves for HPLC-DAD and its solution by multi-areas genetic algorithm. BIBM (2013)
Alan Su, Simon K. Poon, Josiah Poon
Discovering causal patterns in TCM clinical prescription data using set-theoretic approach. BIBM (2013)
Ming Yang, Josiah Poon, Shaomo Wang, Li-Jing Jiao, Simon K. Poon, Lizhi Cui, Peiqi Chen, Daniel Man-yuen Sze, Ling Xu
Application of Genetic Algorithm for Discovery of Core Effective Formulae in TCM Clinical Data. Comput. Math. Methods Medicine 2013 (2013)
Raymond Young, Simon K. Poon
Does project governance lead to successful projects? ACIS (2013)
Simon K. Poon, Jackie Chan, Josiah Poon, Lesley Land
Patterned Interactions In Complex Systems: The Role Of Information Technology For Re-Shaping Organizational Structures. ECIS (2013)
Josiah Poon, Johny Shih, Simon K. Poon, Daniel Man-yuen Sze
A study of fitness functions in evolutionary algorithms on symptom-herb relationship discovery. BIBM (2013)
Perdana Rahadhan, Simon K. Poon, Lesley Pek Wee Land
Issues Of Unintended Consequences Of Electronic Medical Records: A Proposed Study Framework. PACIS (2012)
Josiah Poon, Dawei Yin, Simon K. Poon, Runshun Zhang, Baoyan Liu, Daniel Man-yuen Sze
Co-evolution of symptom-herb relationship. IEEE Congress on Evolutionary Computation (2012)
Hao Chen, Josiah Poon, Simon K. Poon, Kelvin Chan, Ka-Ho Wong, Daniel Man-yuen Sze
Evaluation of herbal Chromatographie fingerprint identification systems. BIBM Workshops (2012)
Perdana Rahadhan, Simon K. Poon, Lesley Land
Understanding unintended consequences for EMR: A literature review. HIC (2012)
Teang Hou Yi, Simon K. Poon, Jacqueline Chan
Analysing Causal Complexities in IT Business Value Research. ACIS (2011)
Simon K. Poon, Josiah Poon, Martin McGrane, Xuezhong Zhou, Paul Wing Hing Kwan, Runsun Zhang, Baoyan Liu, Junbin Gao, Clement Loy, Kelvin Chan, Daniel Man-yuen Sze
A novel approach in discovering significant interactions from TCM patient prescription data. Int. J. Data Min. Bioinform. 5 (4) (2011)
Josiah Poon, Dawei Yin, Simon K. Poon, Xuezhong Zhou, Runshun Zhang, Baoyan Liu, Daniel Man-yuen Sze
Co-evolutionary genetic algorithm in symptom-herb relationship discovery. BIBM Workshops (2011)
Georg Peters, Simon K. Poon
Analyzing IT business values - A Dominance based Rough Sets Approach perspective. Expert Syst. Appl. 38 (9) (2011)
Simon K. Poon, Raymond Young, Sepehr Irandoost, Lesley Land
Re-assessing the importance of necessary or sufficient conditions of critical success factors in IT project success: a fuzzy settheoretic approach. ECIS (2011)
Simon K. Poon, Kei Fan, Josiah Poon, Clement Loy, Kelvin Chan, Paul Wing Hing Kwan, Xuezhong Zhou, Junbin Gao, Runsun Zhang, Yinghui Runshun, Daniel Man-yuen Sze
Analysis of herbal formulation in TCM: Infertility as a case study. BIBM Workshops (2011)
Simon K. Poon, Zhe Luo, Runshun Zhang
The Impact of Feature Representation to the Biclustering of Symptoms-Herbs in TCM. PAKDD Workshops (2011)
Sereyvuth Kim, Simon K. Poon, Raymond Young
Issues around firm level classification of IT investment. ACIS (2011)
Martin McGrane, Simon K. Poon
A Method to Estimate High-Dimensional Synergistic Interactions: A Case Study on Information Technology Business Value. ACIS (2011)
Xuezhong Zhou, Josiah Poon, Paul Wing Hing Kwan, Runsun Zhang, Yinghui Wang, Simon K. Poon, Baoyan Liu, Daniel Man-yuen Sze
Novel Two-Stage Analytic Approach in Extraction of Strong Herb-Herb Interactions in TCM Clinical Treatment of Insomnia. ICMB (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Simon K. Poon