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Interactive Journal of Medical Research|August 20, 2024
Exploring Computational Techniques in Preprocessing Neonatal Physiological Signals for Detecting Adverse Outcomes: Scoping ReviewJessica Rahman, Aida Brankovic, Mark Tracy, et al.
Studies in Health Technology and Informatics|January 25, 2024
Towards Accurate Search for Neonatal Heartbeat: Weighted Algorithm for Reliable ECG Analysis of Premature InfantsJessica Rahman, Aida Brankovic, Mark Tracy, et al.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|December 12, 2023
Development of an Interactive Dashboard to Analyse Physiological Signals in the Neonatal Intensive Care UnitChristina J Lauw, Jessica Rahman, Aida Brankovic, et al.
Computers in Biology and Medicine|June 4, 2024
Machine learning model with output correction: Towards reliable bradycardia detection in neonatesJessica Rahman, Aida Brankovic, Sankalp Khanna
Health Informatics Journal|December 24, 2024
Benchmarking the most popular XAI used for explaining clinical predictive models: Untrustworthy but could be usefulAida Brankovic, David Cook, Jessica Rahman, et al.
Scientific Reports|October 5, 2022
Identifying patients at risk of unplanned re-hospitalisation using statewide electronic health recordsAida Brankovic, David Rolls, Justin Boyle, et al.
Studies in Health Technology and Informatics|January 25, 2024
Elucidating Discrepancy in Explanations of Predictive Models Developed Using EMRAida Brankovic, Wenjie Huang, David Cook, et al.
Journal of Medical Internet Research|June 26, 2023
Predicting Disengagement to Better Support Outcomes in a Web-Based Weight Loss Program Using Machine Learning Models: Cross-Sectional StudyAida Brankovic, Gilly A Hendrie, Danielle L Baird, et al.
Scientific Reports|July 11, 2022
Explainable machine learning for real-time deterioration alert prediction to guide pre-emptive treatmentAida Brankovic, Hamed Hassanzadeh, Norm Good, et al.
JMIR Human Factors|May 1, 2026
The Role of Explanations in AI-Generated Alerts: Qualitative Study of Clinical Views on Explainable AI in Predictive ToolsJessica Rahman, Alana Delaforce, DanaKai Bradford, et al.
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