Simon K. Poon
Orcid: 0000-0003-2726-9109Affiliations:
- University of Sydney, Australia
According to our database1,
Simon K. Poon
authored at least 100 papers
between 2004 and 2024.
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Bibliography
2024
A repeated cross-sectional study on the implementation of electronic medication management system.
Inf. Technol. Manag., March, 2024
Understanding the factors influencing acceptability of AI in medical imaging domains among healthcare professionals: A scoping review.
Artif. Intell. Medicine, January, 2024
2023
Passive resistance to health information technology implementation: the case of electronic medication management system.
Behav. Inf. Technol., October, 2023
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, September, 2023
Implementing AI-based Computer-Aided Diagnosis for Radiological Detection of Tuberculosis: A Multi-Stage Health Technology Assessment.
Proceedings of the IEEE International Conference on Digital Health, 2023
Using AI-Driven Triaging to Optimise Clinical Workflows in Non-Emergency Outpatient Settings: A Real-World Case Study Concerning the Screening of Tuberculosis.
Proceedings of the 2023 Australasian Computer Science Week, 2023
A Data-Driven Framework to Test Validity of the Discovered Clinical Process Based on Selected Patient Outcomes.
Proceedings of the 2023 Australasian Computer Science Week, 2023
2022
J. Biomed. Informatics, 2022
A Deep Learning Approach for Repairing Missing Activity Labels in Event Logs for Process Mining.
Inf., 2022
Patient and clinician use characteristics and perceptions of pulse oximeter use: A scoping review.
Int. J. Medical Informatics, 2022
A Multi-View Framework to Detect Redundant Activity Labels for More Representative Event Logs in Process Mining.
Future Internet, 2022
Predictive Process Monitoring for Early Predictions of Short- and Long-Term Mortality for Patients with Acute Coronary Syndrome.
Proceedings of the 26th Pacific Asia Conference on Information Systems, 2022
Discovering Break Behaviours in Process Mining: An Application to Discover Treatment Pathways in ICU of Patients with Acute Coronary Syndrome.
Proceedings of the Process Mining Workshops, 2022
Outcome-Oriented Predictive Process Monitoring to Predict Unplanned ICU Readmission in MIMIC-IV Database.
Proceedings of the 30th European Conference on Information Systems, 2022
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2022
2021
Implementation of an Electronic Medication Management System in a large tertiary hospital: a case of qualitative inquiry.
BMC Medical Informatics Decis. Mak., 2021
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., 2021
Int. J. Medical Informatics, 2021
Medication safety improvements during care transitions in an Australian intensive care unit following implementation of an electronic medication management system.
Int. J. Medical Informatics, 2021
A Novel Approach to Detect Redundant Activity Labels For More Representative Event Logs.
CoRR, 2021
Artif. Intell. Medicine, 2021
Proceedings of the IEEE International Conference on Digital Health, 2021
Grading Diabetic Retinopathy Severity Using Modern Convolution Neural Networks (CNN).
Proceedings of the IEEE International Conference on Digital Health, 2021
Proceedings of the 54th Hawaii International Conference on System Sciences, 2021
A Multi-view Classification Framework for Falls Prediction: Multiple-domain Assessments in Parkinson's Disease.
Proceedings of the 54th Hawaii International Conference on System Sciences, 2021
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2021
Proceedings of the Business Process Management - 19th International Conference, 2021
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.
Proceedings of the Australasian Conference on Information Systems, 2021
2020
U-Net Segmented Adjacent Angle Detection (USAAD) for Automatic Analysis of Corneal Nerve Structures.
Data, 2020
Understanding Clinician Satisfaction in Electronic Medication Management Systems: An fsQCA Approach.
Proceedings of the 24th Pacific Asia Conference on Information Systems, 2020
Proceedings of the Process Mining Workshops, 2020
Diabetic Retinopathy Detection Using Multi-layer Neural Networks and Split Attention with Focal Loss.
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Configurational Approach to Identify Concept Networks in selected Clinical Safety Incident Classes.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020
A New Network-Based Multimorbidity Index for BEtter Primary Care Assessment for Elders: The Australian Context.
Proceedings of the 28th European Conference on Information Systems, 2020
Measuring workload with a modified NASA-TLX following Electronic Medication Management System implementation in hospital.
Proceedings of the AMIA 2020, 2020
Evidence Synthesis in Health Information System (HIS) Adoption: Challenges and Solutions. Position Paper.
Proceedings of the 26th Americas Conference on Information Systems, 2020
Digital Exclusion and Divide in the United States: Exploratory Empirical Analysis of Contributing Factors.
Proceedings of the 26th Americas Conference on Information Systems, 2020
2019
AMI-Net+: A Novel Multi-Instance Neural Network for Medical Diagnosis from Incomplete and Imbalanced Data.
Aust. J. Intell. Inf. Process. Syst., 2019
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
The Digitization of the ICU: An Evaluation of Usability and Hospital-Wide Acceptability.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Attention-based Multi-instance Neural Network for Medical Diagnosis from Incomplete and Low Quality Data.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Derivation and Analysis of Dynamic Handwriting Features as Clinical Markers of Parkinson's Disease.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019
Understanding Health Information Technology Assimilation at Individual Level: the Case of Electronic Medication Management System.
Proceedings of the 27th European Conference on Information Systems, 2019
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Proceedings of the AMIA 2019, 2019
2018
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018
Logic Synthesis as an Efficient Means of Minimal Model Discovery from Multivariable Medical Datasets.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018
CNN based Multi-Instance Multi-Task Learning for Syndrome Differentiation of Diabetic Patients.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2017
Better Rulesets by Removing Redundant Specialisations and Generalisations in Association Rule Mining.
Australas. J. Inf. Syst., 2017
Proceedings of the Integrating and Connecting Care, 2017
Proceedings of the Integrating and Connecting Care, 2017
Proceedings of the Integrating and Connecting Care, 2017
Proceedings of the AMIA 2017, 2017
A Configurational Analysis of Risk Patterns for Predicting the Outcome After Traumatic Brain Injury.
Proceedings of the AMIA 2017, 2017
Evaluating User Satisfaction and Organisational Benefits of Electronic Medication Management System in an Australian Hospital.
Proceedings of the Australasian Conference on Information Systems, 2017
2016
Proceedings of the 20th Pacific Asia Conference on Information Systems, 2016
Proceedings of the Digital Health Innovation for Consumers, Clinicians, Connectivity and Community, 2016
2015
Ensemble learning for prediction of the bioactivity capacity of herbal medicines from chromatographic fingerprints.
BMC Bioinform., December, 2015
2014
An improved independent component analysis model for 3D chromatogram separation and its solution by multi-areas genetic algorithm.
BMC Bioinform., 2014
A Decomposition Model for HPLC-DAD Data Set and Its Solution by Particle Swarm Optimization.
Appl. Comput. Intell. Soft Comput., 2014
Separation model of Generalized Reference Curve Measurement for HPLC-DAD and it solution by multi-target Bare Bones Particle Swarm Optimization.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
2013
Application of Genetic Algorithm for Discovery of Core Effective Formulae in TCM Clinical Data.
Comput. Math. Methods Medicine, 2013
Patterned Interactions In Complex Systems: The Role Of Information Technology For Re-Shaping Organizational Structures.
Proceedings of the 21st European Conference on Information Systems, 2013
Discovering causal patterns in TCM clinical prescription data using set-theoretic approach.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
A study of fitness functions in evolutionary algorithms on symptom-herb relationship discovery.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
Parallel model of independent component analysis constrained by reference curves for HPLC-DAD and its solution by multi-areas genetic algorithm.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
Partially Automated Literature Screening for Systematic Reviews by Modelling Non-Relevant Articles.
Proceedings of the Third Australasian Workshop on Artificial Intelligence in Health (AIH 2013) and the Fourth International Workshop on Collaborative Agents, 2013
Proceedings of the Australasian Conference on Information Systems, 2013
2012
Issues Of Unintended Consequences Of Electronic Medical Records: A Proposed Study Framework.
Proceedings of the 16th Pacific Asia Conference on Information Systems, 2012
Proceedings of the Health Informatics: Building a Healthcare Future Through Trusted Information, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012
2011
A novel approach in discovering significant interactions from TCM patient prescription data.
Int. J. Data Min. Bioinform., 2011
Expert Syst. Appl., 2011
Proceedings of the New Frontiers in Applied Data Mining, 2011
Re-assessing the importance of necessary or sufficient conditions of critical success factors in IT project success: a fuzzy settheoretic approach.
Proceedings of the 19th European Conference on Information Systems, 2011
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011
2010
Novel Two-Stage Analytic Approach in Extraction of Strong Herb-Herb Interactions in TCM Clinical Treatment of Insomnia.
Proceedings of the Medical Biometrics, Second International Conference, 2010
Complementary Organizational Mechanisms: A Case Study on Information Technology Business Value.
Proceedings of the 18th European Conference on Information Systems, 2010
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010
Analysis of synergistic and antagonistic effects of TCM: Cases on diabetes and insomnia.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010
2009
Corrigendum "Augmenting productivity analysis with data mining: An application on IT business value" [Experts Systems with Applications 36 (2P1) (2009) (2213-2224)].
Expert Syst. Appl., 2009
Augmenting productivity analysis with data mining: An application on IT business value.
Expert Syst. Appl., 2009
2008
Explaining Sustainability in Healthcare - a Preliminary Study of an aged Care Organisation in Australia.
Proceedings of the Pacific Asia Conference on Information Systems, 2008
2007
Proceedings of the Pacific Asia Conference on Information Systems, 2007
2006
Convergence or coalescence?Information technology and the reshaping of industry boundaries.
Proceedings of the Fourteenth European Conference on Information Systems, 2006
2005
Understanding Information Technology Complementarities Using an Augmented Endogenous Growth Framework.
Proceedings of the International Conference on Information Systems, 2005
2004
The Economic Contribution of Software: An Alternative Perspective on the Productivity Paradox.
Proceedings of the International Conference on Information Systems, 2004
Proceedings of the 10th Americas Conference on Information Systems, 2004
Proceedings of the 10th Americas Conference on Information Systems, 2004