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ORCIDCarolyn McGregor
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- affiliation: University of Ontario Institute of Technology, Oshawa, Canada
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2020 – today
- 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 - [c78]Rachit Desai, Carolyn McGregor:
Antenatal Care in Australia: Process Mapping to Visualise Resources and Care. EMBC 2021: 2419-2422 - [c77]Carolyn McGregor, Cate Dewey, Rency Luan:
Big data and artificial intelligence in healthcare: Ethical and social implications of neonatology. ISTAS 2021: 1 - [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 - [c70]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: 30-36 - [c69]Jonah Glass, Carolyn McGregor:
Towards Player Health Analytics in Overwatch. SeGAH 2020: 1-5
2010 – 2019
- 2019
- [c68]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: 531-534 - [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
- [c66]Aaron Groulx, Carolyn McGregor:
A Social Media Tax Data Warehouse to Manage the Underground Economy. HPCC/SmartCity/DSS 2018: 1599-1606 - [c65]Catherine Inibhunu, Carolyn McGregor:
Fusing Dimension Reduction and Classification for Mining Interesting Frequent Patterns in Patients Data. MLDM (2) 2018: 1-15 - [e1]Jaakko Hollmén, Carolyn McGregor, Paolo Soda, Bridget Kane:
31st IEEE International Symposium on Computer-Based Medical Systems, CBMS 2018, Karlstad, Sweden, June 18-21, 2018. IEEE Computer Society 2018, ISBN 978-1-5386-6060-7 [contents] - 2017
- [j14]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): 92-96 (2017) - [c64]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: 385-390 - [c63]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: 502-507 - [c62]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: 1-7 - 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) - [c61]Carolyn McGregor, Brendan Bonnis:
Big Data Analytics for Resilience Assessment and Development in Tactical Training Serious Games. CBMS 2016: 158-162 - [c60]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: 214-217 - [c59]Alireza Izaddoost, Carolyn McGregor:
Enhance Network Communications in a Cloud-Based Real-Time Health Analytics Platform Using SDN. ICHI 2016: 388-391 - [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) - [c56]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: 169-170 - [c55]Roozbeh Jalali, Khalil El-Khatib, Carolyn McGregor:
Smart city architecture for community level services through the internet of things. ICIN 2015: 108-113 - [c54]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: 453-457 - 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 - [c45]Hasan Shafiq, Carolyn McGregor, Bernadette Murphy:
The Impact of Cervical Manipulation on Heart Rate Variability. EMBC 2014: 3406-3409 - [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
- [j11]Carolyn McGregor:
Big Data in Neonatal Intensive Care. Computer 46(6): 54-59 (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 - [c37]Carolyn McGregor:
Wearable monitors on babies: Big data saving little people. ISTAS 2013: 203 - [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 - [c30]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: 1-5 - [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) - [c27]Carolyn McGregor:
A cloud computing framework for real-time rural and remote service of critical care. CBMS 2011: 1-6 - [c26]Shermeen Nizami, James Robert Green, Carolyn McGregor:
Service oriented architecture to support real-time implementation of artifact detection in critical care monitoring. EMBC 2011: 4925-4928 - [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) - [c24]Carolyn McGregor:
Stream computing and its application to critical care. CBMS 2010: 4 - [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
2000 – 2009
- 2009
- [j8]Carolyn McGregor, Anthony J. Maeder:
Guest Editors' Introduction on eHealth and Services Computing in Healthcare. J. Theor. Appl. Electron. Commer. Res. 4(2) (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
- [j6]Michael Stacey, Carolyn McGregor:
Temporal abstraction in intelligent clinical data analysis: A survey. Artif. Intell. Medicine 39(1): 1-24 (2007) - [j5]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): 21-35 (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) - [c16]Carolyn McGregor, Michael Stacey:
High frequency distributed data stream event correlation to improve neonatal clinical management. DEBS 2007: 146-151 - [c15]Joanne M. Curry, Carolyn McGregor, Sally Tracy:
A Systems Development Life Cycle Approach to Patient Journey Modeling Projects. MedInfo 2007: 905-909 - 2006
- [j3]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): 156-174 (2006) - [j2]Darren Foster, Carolyn McGregor:
Design of an Agent Server for Neonatal Analysis and Trend Detection. Int. Trans. Syst. Sci. Appl. 1(1): 27-34 (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 - [c12]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: 496-501 - [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 - 2004
- [j1]Carolyn McGregor, Josef Schiefer:
A Web-Service based framework for analyzing and measuring business performance. Inf. Syst. E Bus. Manag. 2(1): 89-110 (2004) - [c10]Josef Schiefer, Carolyn McGregor:
Correlating Events for Monitoring Business Processes. ICEIS (1) 2004: 320-327 - 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 - [c8]Carolyn McGregor:
Balanced Scorecard Driven Business Process Definition Using XML. HICSS 2003: 122 - [c7]Carolyn McGregor:
A Method to Extend BPEL4WS to Enable Business Performance Measurement. ICWS 2003: 46-54 - [c6]Carolyn McGregor, Josef Schiefer:
A Framework for Analyzing and Measuring Business Performance with Web Services. CEC 2003: 405- - 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 - [c2]Carolyn McGregor, Santhosh Kumaran:
Business Process Monitoring Using Web Services in B2B e-Commerce. IPDPS 2002 - [c1]Carolyn McGregor, Santhosh Kumaran:
An Agent-Based System for Trading Partner Management in B2B e-Commerce. RIDE 2002: 84-
Coauthor Index
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