Carolyn McGregor

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 35

Top Topics

Privacy Preserving

Physiological Data

Top Venues

Publications

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)
Riordan Dervin Alfredo, Lanbing Nie, Paul 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)
Hieu Vu Tran, Carolyn McGregor, Paul J. Kennedy
Detecting Stress from Multivariate Time Series Data Using Topological Data Analysis. AI (1) (2023)
Carolyn McGregor, Catherine Inibhunu
A Framework for the Design, Development, Testing and Deployment of Reliable Big Data Platforms. Big Data (2022)
Carolyn McGregor, Cate Dewey, Rency Luan
Big data and artificial intelligence in healthcare: Ethical and social implications of neonatology. ISTAS (2021)
Catherine Inibhunu, Carolyn McGregor
Privacy Preserving Framework for Big Data Management in Smart Buildings. PerCom Workshops (2021)
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)
Catherine Inibhunu, Carolyn McGregor, James Edward Pugh
An Alert Notification Subsystem for AI Based Clinical Decision Support: A Protoype in NICU. IEEE BigData (2021)
Rachit Desai, Carolyn McGregor
Antenatal Care in Australia: Process Mapping to Visualise Resources and Care. EMBC (2021)
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)
Catherine Inibhunu, Carolyn McGregor
A Privacy Preserving Framework for Smart Cities utilising IoT, Smart Buildings and Big Data. HPCC/DSS/SmartCity (2020)
Carolyn McGregor, Catherine Inibhunu, Jonah Glass, Ian Doyle, Aaron Gates, John Madill, James Edward Pugh
. EMBC (2020)
Catherine Inibhunu, Carolyn McGregor
Application of TPRMine Method for Identification of Temporal Changes on Patients with COPD: A Case Study in Telehealth. CBMS (2020)
Catherine Inibhunu, Carolyn McGregor
Identification of Temporal Changes on Patients at Risk of LONS with TPRMine: A Case Study in NICU. CBMS (2020)
Catherine Inibhunu, Carolyn McGregor
Edge Computing with Big Data Cloud Architecture: A Case Study in Smart Building. IEEE BigData (2020)
Meghana Bastwadkar, Carolyn McGregor, S. Balaji
A Cloud Based Big Data Health-Analytics-as-a-Service Framework to Support Low Resource Setting Neonatal Intensive Care Unit. ICMHI (2020)
Jonah Glass, Carolyn McGregor
Towards Player Health Analytics in Overwatch. SeGAH (2020)
Carolyn McGregor, Priscilla Xoliswa Majola
Opportunities for a Cloud Based Health Analytics as a Service for Eastern Cape Initiation Schools in South Africa. CBMS (2019)
Catherine Inibhunu, Roozbeh Jalali, Ian Doyle, Aaron Gates, John Madill, Carolyn McGregor
Adaptive API for Real-Time Streaming Analytics as a Service. EMBC (2019)
Aaron Groulx, Carolyn McGregor
A Social Media Tax Data Warehouse to Manage the Underground Economy. HPCC/SmartCity/DSS (2018)
Catherine Inibhunu, Carolyn McGregor
Fusing Dimension Reduction and Classification for Mining Interesting Frequent Patterns in Patients Data. MLDM (2) (2018)
Yvonne Choi, Carolyn McGregor
A Flexible Parental Engaged Consent Model for the Secondary Use of Their Infant's Physiological Data in the Neonatal Intensive Care Context. ICHI (2017)
S. Balaji, Meghana Patil, Carolyn McGregor
A Cloud Based Big Data Based Online Health Analytics for Rural NICUs and PICUs in India: Opportunities and Challenges. CBMS (2017)
Carolyn McGregor, Brendan Bonnis
New Approaches for Integration: Integration of Haptic Garments, Big Data Analytics, and Serious Games for Extreme Environments. IEEE Consumer Electron. Mag. 6 (4) (2017)
Carolyn McGregor, Brendan Bonnis, Brodie Stanfield, Michael Stanfield
Integrating Big Data analytics, virtual reality, and ARAIG to support resilience assessment and development in tactical training. SeGAH (2017)
Rishikesan Kamaleswaran, Andrew James, Christopher Collins, Carolyn McGregor
CoRAD: Visual Analytics for Cohort Analysis. ICHI (2016)
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)
Carolyn McGregor, Brendan Bonnis
Big Data Analytics for Resilience Assessment and Development in Tactical Training Serious Games. CBMS (2016)
Rishikesan Kamaleswaran, Christopher Collins, Andrew James, Carolyn McGregor
PhysioEx: Visual Analysis of Physiological Event Streams. Comput. Graph. Forum 35 (3) (2016)
Alireza Izaddoost, Carolyn McGregor
Enhance Network Communications in a Cloud-Based Real-Time Health Analytics Platform Using SDN. ICHI (2016)
Carolyn McGregor, Brendan Bonnis, Brodie Stanfield, Michael Stanfield
Design of the ARAIG haptic garment for enhanced resilience assessment and development in tactical training serious games. ICCE-Berlin (2016)
Roozbeh Jalali, Khalil El-Khatib, Carolyn McGregor
Smart city architecture for community level services through the internet of things. ICIN (2015)
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) (2015)
Carolyn McGregor, Brendan Bonnis, Brodie Stanfield, Michael Stanfield
A Method for Real-Time Stimulation and Response Monitoring Using Big Data and Its Application to Tactical Training. CBMS (2015)
Carolyn McGregor, Jennifer A. Heath, Yvonne Choi
Streaming Physiological Data: General Public Perceptions of Secondary Use and Application to Research in Neonatal Intensive Care. MedInfo (2015)
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)
Hasan Shafiq, Carolyn McGregor, Bernadette Murphy
The Impact of Cervical Manipulation on Heart Rate Variability. EMBC (2014)
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)
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)
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)
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)
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)
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)
Xinqi Louis Wang, J. Mikael Eklund, Carolyn McGregor
Parametric Power Spectrum Analysis of ECG Signals for Obstructive Sleep Apnoea Classification. CBMS (2014)
Rishikesan Kamaleswaran, Carolyn McGregor
A Real-Time Multi-dimensional Visualization Framework for Critical and Complex Environments. CBMS (2014)
Nadja Bressan, Carolyn McGregor, Andrew James
Cardiorespiratory physiological data as an indicator of morphine pharmacokinetics and pharmacodynamics in critically ill newborn infants. AMIA (2014)
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)
Carolyn McGregor
Wearable monitors on babies: Big data saving little people. ISTAS (2013)
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)
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)
Nadja Bressan, Andrew James, Carolyn McGregor
Integration of drug dosing data with physiological data streams using a cloud computing paradigm. EMBC (2013)
Carolyn McGregor
Big Data in Neonatal Intensive Care. Computer 46 (6) (2013)
Garrett Hayes, Khalil El-Khatib, Carolyn McGregor
Supporting Health Informatics with Platform-as-a-Service Cloud Computing. EMC/HumanCom (2013)
Anirudh Thommandram, J. Mikael Eklund, Carolyn McGregor
Detection of apnoea from respiratory time series data using clinically recognizable features and kNN classification. EMBC (2013)
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)
Ruairi D. O'Reilly, John P. Morrison, Carolyn McGregor
A system for the transmission, processing and visualisation of EEG to support Irish Neonatal Intensive Care Units. CCECE (2012)
Nadja Bressan, Andrew James, Carolyn McGregor
Trends and opportunities for integrated real time neonatal clinical decision support. BHI (2012)
Rishikesan Kamaleswaran, Carolyn McGregor
Integrating complex business processes for knowledge-driven clinical decision support systems. EMBC (2012)
Carolyn McGregor, Andrea Steadman, Jennifer Percival, Andrew James
A Method for Modeling Health Informatics Capacity in Patient Journeys Supported by Interprofessional Teams. HICSS (2012)
Rishikesan Kamaleswaran, Carolyn McGregor, Andrew James
A novel framework for event stream processing of clinical practice guidelines. BHI (2012)
Carolyn McGregor, Christina Catley, Andrew James
Variability analysis with analytics applied to physiological data streams from the neonatal intensive care unit. CBMS (2012)
Rishikesan Kamaleswaran, Carolyn McGregor
CBPsp: Complex Business Processes for Stream Processing. CCECE (2012)
Carolyn McGregor, Christina Catley, Andrew James, James Padbury
Next Generation Neonatal Health Informatics with Artemis. MIE (2011)
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) (2011)
Carolyn McGregor
A cloud computing framework for real-time rural and remote service of critical care. CBMS (2011)
Shermeen Nizami, James Robert Green, Carolyn McGregor
Service oriented architecture to support real-time implementation of artifact detection in critical care monitoring. EMBC (2011)
Carolyn McGregor
Stream computing and its application to critical care. CBMS (2010)
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)
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)
Carolyn McGregor, J. Mikael Eklund
Next generation remote critical care through service-oriented architectures: challenges and opportunities. Serv. Oriented Comput. Appl. 4 (1) (2010)
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)
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)
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) (2009)
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)
Carolyn McGregor, Kathleen P. Smith
A Survey of Physiological Monitoring Data Models to Support the Service of Critical Care. COMPSAC (2) (2009)
Carolyn McGregor, Anthony Maedel
Guest Editors' Introduction. J. Theor. Appl. Electron. Commer. Res. 4 (2) (2009)
Carolyn McGregor, J. Mikael Eklund
Real-Time Service-Oriented Architectures to Support Remote Critical Care: Trends and Challenges. COMPSAC (2008)
Carolyn McGregor
A Framework for the Design of Web Service Based Clinical Management Systems to Support Inter and Intra Organizational Patient Journeys. Int. J. Heal. Inf. Syst. Informatics 2 (2) (2007)
Carolyn McGregor, Michael Stacey
High frequency distributed data stream event correlation to improve neonatal clinical management. DEBS (2007)
Joanne M. Curry, Carolyn McGregor, Sally Tracy
A Systems Development Life Cycle Approach to Patient Journey Modeling Projects. MedInfo (2007)
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) (2007)
Michael Stacey, Carolyn McGregor
Temporal abstraction in intelligent clinical data analysis: A survey. Artif. Intell. Medicine 39 (1) (2007)
Joanne M. Curry, Carolyn McGregor, Sally Tracy
A Communication Tool to Improve the Patient Journey Modeling Process. EMBC (2006)
Carolyn McGregor, Josef Schiefer, Michael zur Muehlen
A shareable web service-based intelligent decision support system for on-demand business process management. Int. J. Bus. Process. Integr. Manag. 1 (3) (2006)
Darren Foster, Carolyn McGregor
Design of an Agent Server for Neonatal Analysis and Trend Detection. Int. Trans. Syst. Sci. Appl. 1 (1) (2006)
Carolyn McGregor, Bruce Kneale, Mark B. Tracy
Bush Babies Broadband: On-Demand Virtual Neonatal Intensive Care Unit Support for Regional Australia. ICITA (2) (2005)
Carolyn McGregor, Jennifer A. Heath, Ming Wei
A Web Services Based Framework for the Transmission of Physiological Data for Local and Remote Neonatal Intensive Care. EEE (2005)
Carolyn McGregor, Michael Purdy, Bruce Kneale
Compression of XML Physiological Data Streams to Support Neonatal Intensive Care Unit Web Services. EEE (2005)
Carolyn McGregor, Josef Schiefer
A Web-Service based framework for analyzing and measuring business performance. Inf. Syst. E Bus. Manag. 2 (1) (2004)
Josef Schiefer, Carolyn McGregor
Correlating Events for Monitoring Business Processes. ICEIS (1) (2004)
Carolyn McGregor
Balanced Scorecard Driven Business Process Definition Using XML. HICSS (2003)
Carolyn McGregor, Josef Schiefer
A Framework for Analyzing and Measuring Business Performance with Web Services. CEC (2003)
Joanne M. Curry, Carolyn McGregor, Thomas E. Potok, Mark T. Elmore
XML and the Semantic Web: Implications and Applications Minitrack Introduction. HICSS (2003)
Carolyn McGregor
A Method to Extend BPEL4WS to Enable Business Performance Measurement. ICWS (2003)
Carolyn McGregor, George Bryan, Joanne M. Curry, Mark B. Tracy
The E-baby Data Warehouse: A Case Study. HICSS (2002)
Carolyn McGregor, Santhosh Kumaran
An Agent-Based System for Trading Partner Management in B2B e-Commerce. RIDE (2002)
Carolyn McGregor, Santhosh Kumaran
Business Process Monitoring Using Web Services in B2B e-Commerce. IPDPS (2002)
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)
Carolyn McGregor, Joanne M. Curry
Minitrack Introduction. HICSS (2002)