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Carolyn McGregor
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Publications
- 2023
- [c85]Hieu Vu Tran, Carolyn McGregor, Paul J. Kennedy:
Detecting Stress from Multivariate Time Series Data Using Topological Data Analysis. AI (1) 2023: 341-353 - [c84]Aleksandar Novakovic, Adele H. Marshall, Carolyn McGregor, Nadja Bressan, Kate McAllister, Emily Courcier:
Using machine learning to improve bovine tuberculosis control in herd level outbreaks. EMBC 2023: 1-4 - [c83]Riordan Dervin Alfredo, Lanbing Nie, Paul J. Kennedy, Tamara Power, Carolyn Hayes, Hui Chen, Carolyn McGregor, Zachari Swiecki, Dragan Gasevic, Roberto Martínez Maldonado:
"That Student Should be a Lion Tamer!" StressViz: Designing a Stress Analytics Dashboard for Teachers. LAK 2023: 57-67 - 2022
- [c82]Carolyn McGregor, Catherine Inibhunu:
A Framework for the Design, Development, Testing and Deployment of Reliable Big Data Platforms. IEEE Big Data 2022: 2660-2666 - 2021
- [c81]Catherine Inibhunu, Jennifer Yeung, Aaron Gates, Bradley Chicoine, Carolyn McGregor:
A Decoupled Data Pipeline and its Reliability Assessment: Case Study in Extreme Climatic Humans Studies. IEEE BigData 2021: 3075-3084 - [c80]Catherine Inibhunu, Carolyn McGregor, James Edward Pugh:
An Alert Notification Subsystem for AI Based Clinical Decision Support: A Protoype in NICU. IEEE BigData 2021: 3511-3518 - [c79]Aleksandar Novakovic, Adele H. Marshall, Carolyn McGregor:
Knowledge Discovery of the Delays Experienced in Reporting COVID-19 Confirmed Positive Cases Using Time to Event Models. DS 2021: 183-193 - [c76]Catherine Inibhunu, Carolyn McGregor:
Privacy Preserving Framework for Big Data Management in Smart Buildings. PerCom Workshops 2021: 667-673 - 2020
- [c75]Catherine Inibhunu, Carolyn McGregor:
Edge Computing with Big Data Cloud Architecture: A Case Study in Smart Building. IEEE BigData 2020: 3387-3393 - [c74]Catherine Inibhunu, Carolyn McGregor:
Identification of Temporal Changes on Patients at Risk of LONS with TPRMine: A Case Study in NICU. CBMS 2020: 33-36 - [c73]Catherine Inibhunu, Carolyn McGregor:
Application of TPRMine Method for Identification of Temporal Changes on Patients with COPD: A Case Study in Telehealth. CBMS 2020: 380-383 - [c72]Carolyn McGregor, Catherine Inibhunu, Jonah Glass, Ian Doyle, Aaron Gates, John Madill, James Edward Pugh:
Health Analytics as a Service with Artemis Cloud: Service Availability*. EMBC 2020: 5644-5648 - [c71]Catherine Inibhunu, Carolyn McGregor:
A Privacy Preserving Framework for Smart Cities utilising IoT, Smart Buildings and Big Data. HPCC/DSS/SmartCity 2020: 1096-1103 - [c69]Jonah Glass, Carolyn McGregor:
Towards Player Health Analytics in Overwatch. SeGAH 2020: 1-5 - 2019
- [c67]Catherine Inibhunu, Roozbeh Jalali, Ian Doyle, Aaron Gates, John Madill, Carolyn McGregor:
Adaptive API for Real-Time Streaming Analytics as a Service. EMBC 2019: 3472-3477 - 2018
- [c65]Catherine Inibhunu, Carolyn McGregor:
Fusing Dimension Reduction and Classification for Mining Interesting Frequent Patterns in Patients Data. MLDM (2) 2018: 1-15 - 2016
- [j13]Rishikesan Kamaleswaran, Christopher Collins, Andrew James, Carolyn McGregor:
PhysioEx: Visual Analysis of Physiological Event Streams. Comput. Graph. Forum 35(3): 331-340 (2016) - [c58]Rishikesan Kamaleswaran, Andrew James, Christopher Collins, Carolyn McGregor:
CoRAD: Visual Analytics for Cohort Analysis. ICHI 2016: 517-526 - [c57]Roozbeh Jalali, Ahmed Dauda, Khalil El-Khatib, Carolyn McGregor, Chirag Surti:
An architecture for health data collection using off-the-shelf health sensors. MeMeA 2016: 1-6 - 2015
- [j12]Jennifer Percival, Carolyn McGregor, Nathan Percival, Andrew James:
Enabling the integration of clinical event and physiological data for real-time and retrospective analysis. Inf. Syst. E Bus. Manag. 13(4): 693-711 (2015) - [c55]Roozbeh Jalali, Khalil El-Khatib, Carolyn McGregor:
Smart city architecture for community level services through the internet of things. ICIN 2015: 108-113 - 2014
- [c53]Nadja Bressan, Carolyn McGregor, Andrew James:
Cardiorespiratory physiological data as an indicator of morphine pharmacokinetics and pharmacodynamics in critically ill newborn infants. AMIA 2014 - [c52]Wenlan Huang, Carolyn McGregor, Andrew James:
A comprehensive framework design for continuous quality improvement within the neonatal intensive care unit: Integration of the SPOE, CRISP-DM and PaJMa models. BHI 2014: 289-292 - [c51]Anirudh Thommandram, J. Mikael Eklund, Carolyn McGregor, James Edward Pugh, Andrew G. James:
A Rule-Based Temporal Analysis Method for Online Health Analytics and Its Application for Real-Time Detection of Neonatal Spells. BigData Congress 2014: 470-477 - [c50]Xinqi Louis Wang, J. Mikael Eklund, Carolyn McGregor:
Parametric Power Spectrum Analysis of ECG Signals for Obstructive Sleep Apnoea Classification. CBMS 2014: 8-13 - [c49]J. Mikael Eklund, Nicholas Fontana, James Edward Pugh, Carolyn McGregor, Paul Yielder, Andrew James, Matthew Keyzers, Cecil Hahn, Patrick McNamara:
Automated Sleep-Wake Detection in Neonates from Cerebral Function Monitor Signals. CBMS 2014: 22-27 - [c48]Tanvi Naik, Anirudh Thommandram, K. E. Shiron Fernando, Nadja Bressan, Andrew James, Carolyn McGregor:
A Method for a Real-Time Novel Premature Infant Pain Profile Using High Rate, High Volume Physiological Data Streams. CBMS 2014: 34-37 - [c47]Rishikesan Kamaleswaran, Carolyn McGregor:
A Real-Time Multi-dimensional Visualization Framework for Critical and Complex Environments. CBMS 2014: 325-328 - [c46]Robert Greer, Chris Olivier, James Edward Pugh, J. Mikael Eklund, Carolyn McGregor:
Remote, real-time monitoring and analysis of vital signs of neonatal graduate infants. EMBC 2014: 1382-1385 - [c44]Nadja Bressan, Carolyn McGregor, Kathy Smith, Loreto Lecce, Andrew James:
Heart rate variability as an indicator for morphine pharmacokinetics and pharmacodynamics in critically ill newborn infants. EMBC 2014: 5719-5722 - [c43]Hamzeh Khazaei, Carolyn McGregor, J. Mikael Eklund, Khalil El-Khatib, Anirudh Thommandram:
Toward a Big Data Healthcare Analytics System: A Mathematical Modeling Perspective. SERVICES 2014: 208-215 - 2013
- [c42]James Edward Pugh, Amy Keir, Carolyn McGregor, Andrew G. James:
The Impact Of Routine Blood Transfusion On Heart Rate Variability In Premature Infants. AMIA 2013 - [c41]Rishikesan Kamaleswaran, Anirudh Thommandram, Qi Zhou, J. Mikael Eklund, Yun Cao, W. P. Wang, Carolyn McGregor:
Cloud framework for real-time synchronous physiological streams to support rural and remote Critical Care. CBMS 2013: 473-476 - [c40]Nadja Bressan, Andrew James, Carolyn McGregor:
Integration of drug dosing data with physiological data streams using a cloud computing paradigm. EMBC 2013: 4175-4178 - [c39]Anirudh Thommandram, J. Mikael Eklund, Carolyn McGregor:
Detection of apnoea from respiratory time series data using clinically recognizable features and kNN classification. EMBC 2013: 5013-5016 - [c38]Garrett Hayes, Khalil El-Khatib, Carolyn McGregor:
Supporting Health Informatics with Platform-as-a-Service Cloud Computing. EMC/HumanCom 2013: 1149-1158 - [c36]Josie Cirelli, Carolyn McGregor, Brenda Graydon, Andrew James:
Analysis of Continuous Oxygen Saturation Data for Accurate Representation of Retinal Exposure to Oxygen in the Preterm Infant. ITCH 2013: 126-131 - [c35]Carolyn McGregor, Andrew James, Mike Eklund, Daby M. Sow, Maria Ebling, Marion Blount:
Real-time Multidimensional Temporal Analysis of Complex High Volume Physiological Data Streams in the Neonatal Intensive Care Unit. MedInfo 2013: 362-366 - 2012
- [c34]Nadja Bressan, Andrew James, Carolyn McGregor:
Trends and opportunities for integrated real time neonatal clinical decision support. BHI 2012: 687-690 - [c33]Rishikesan Kamaleswaran, Carolyn McGregor, Andrew James:
A novel framework for event stream processing of clinical practice guidelines. BHI 2012: 933-936 - [c32]Carolyn McGregor, Christina Catley, Andrew James:
Variability analysis with analytics applied to physiological data streams from the neonatal intensive care unit. CBMS 2012: 1-5 - [c31]Rishikesan Kamaleswaran, Carolyn McGregor:
CBPsp: Complex Business Processes for Stream Processing. CCECE 2012: 1-4 - [c29]Rishikesan Kamaleswaran, Carolyn McGregor:
Integrating complex business processes for knowledge-driven clinical decision support systems. EMBC 2012: 1306-1309 - [c28]Carolyn McGregor, Andrea Steadman, Jennifer Percival, Andrew James:
A Method for Modeling Health Informatics Capacity in Patient Journeys Supported by Interprofessional Teams. HICSS 2012: 2790-2799 - 2011
- [j10]Christina Catley, Kathy Smith, Carolyn McGregor, Andrew James, J. Mikael Eklund:
A Framework for Multidimensional Real-Time Data Analysis: A Case Study for the Detection of Apnoea of Prematurity. Int. J. Comput. Model. Algorithms Medicine 2(1): 16-37 (2011) - [c25]Carolyn McGregor, Christina Catley, Andrew James, James Padbury:
Next Generation Neonatal Health Informatics with Artemis. MIE 2011: 115-119 - 2010
- [j9]Carolyn McGregor, J. Mikael Eklund:
Next generation remote critical care through service-oriented architectures: challenges and opportunities. Serv. Oriented Comput. Appl. 4(1): 33-43 (2010) - [c23]Jennifer Percival, Carolyn McGregor, Nathan Percival, Rishikesan Kamaleswaran, Sascha Tuuha:
A framework for nursing documentation enabling integration with HER and real-time patient monitoring. CBMS 2010: 468-473 - [c22]Christina Catley, Kathy Smith, Carolyn McGregor, Andrew James, J. Mikael Eklund:
A framework to model and translate clinical rules to support complex real-time analysis of physiological and clinical data. IHI 2010: 307-315 - [c21]Marion Blount, Carolyn McGregor, Andrew James, Daby M. Sow, Rishikesan Kamaleswaran, Sascha Tuuha, Jennifer Percival, Nathan Percival:
On the integration of an artifact system and a real-time healthcare analytics system. IHI 2010: 647-655 - 2009
- [j7]J. Mikael Eklund, Carolyn McGregor:
Standards for physiological data transmission and archiving for the support of the service of critical care. SIGBED Rev. 6(2): 9 (2009) - [c20]Christina Catley, Kathleen P. Smith, Carolyn McGregor, Mark B. Tracy:
Extending CRISP-DM to incorporate temporal data mining of multidimensional medical data streams: A neonatal intensive care unit case study. CBMS 2009: 1-5 - [c19]Carolyn McGregor, Kathleen P. Smith, J. Mikael Eklund:
A survey of recent physiological monitoring and transmission to support the service of critical care. CBMS 2009: 1-7 - [c18]Carolyn McGregor, Kathleen P. Smith:
A Survey of Physiological Monitoring Data Models to Support the Service of Critical Care. COMPSAC (2) 2009: 104-109 - 2008
- [c17]Carolyn McGregor, J. Mikael Eklund:
Real-Time Service-Oriented Architectures to Support Remote Critical Care: Trends and Challenges. COMPSAC 2008: 1199-1204 - 2007
- [j4]Carolyn McGregor, Bruce Kneale, Mark B. Tracy:
On-demand Virtual Neonatal Intensive Care units supporting rural, remote and urban healthcare with Bush Babies Broadband. J. Netw. Comput. Appl. 30(4): 1309-1323 (2007) - [c15]Joanne M. Curry, Carolyn McGregor, Sally Tracy:
A Systems Development Life Cycle Approach to Patient Journey Modeling Projects. MedInfo 2007: 905-909 - 2006
- [c14]Joanne M. Curry, Carolyn McGregor, Sally Tracy:
A Communication Tool to Improve the Patient Journey Modeling Process. EMBC 2006: 4726-4730 - 2005
- [c13]Carolyn McGregor, Michael Purdy, Bruce Kneale:
Compression of XML Physiological Data Streams to Support Neonatal Intensive Care Unit Web Services. EEE 2005: 486-489 - [c11]Carolyn McGregor, Bruce Kneale, Mark B. Tracy:
Bush Babies Broadband: On-Demand Virtual Neonatal Intensive Care Unit Support for Regional Australia. ICITA (2) 2005: 113-118 - 2003
- [c9]Joanne M. Curry, Carolyn McGregor, Thomas E. Potok, Mark T. Elmore:
XML and the Semantic Web: Implications and Applications Minitrack Introduction. HICSS 2003: 121 - 2002
- [c5]Carolyn McGregor, Joanne M. Curry:
Minitrack Introduction. HICSS 2002: 118 - [c4]G. M. Bryan, Joanne M. Curry, Carolyn McGregor, D. Holdsworth, R. Sharpl:
Using XML to Facilitate Information Management across Multiple Local Government Agencies. HICSS 2002: 119 - [c3]Carolyn McGregor, George Bryan, Joanne M. Curry, Mark B. Tracy:
The E-baby Data Warehouse: A Case Study. HICSS 2002: 223
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