Overview
Availability
- Dr Aida Brankovic is:
- Available for supervision
Qualifications
- Doctor of Philosophy, Politecnico di Milano
Works
Search Professor Aida Brankovic’s works on UQ eSpace
2024
Journal Article
Machine learning model with output correction: Towards reliable bradycardia detection in neonates
Rahman, Jessica, Brankovic, Aida and Khanna, Sankalp (2024). Machine learning model with output correction: Towards reliable bradycardia detection in neonates. Computers in Biology and Medicine, 177 108658, 108658. doi: 10.1016/j.compbiomed.2024.108658
2024
Journal Article
Clinical electromagnetic brain scanner
Abbosh, Amin, Bialkowski, Konstanty, Guo, Lei, Al-Saffar, Ahmed, Zamani, Ali, Trakic, Adnan, Brankovic, Aida, Bialkowski, Alina, Zhu, Guohun, Cook, David and Crozier, Stuart (2024). Clinical electromagnetic brain scanner. Scientific Reports, 14 (1) 5760, 1-16. doi: 10.1038/s41598-024-55360-7
2024
Book Chapter
Towards Accurate Search for Neonatal Heartbeat: Weighted Algorithm for Reliable ECG Analysis of Premature Infants
Rahman, Jessica, Brankovic, Aida, Tracy, Mark, Halliday, Robert and Khanna, Sankalp (2024). Towards Accurate Search for Neonatal Heartbeat: Weighted Algorithm for Reliable ECG Analysis of Premature Infants. Studies in Health Technology and Informatics. IOS Press. doi: 10.3233/shti230960
2024
Book Chapter
Elucidating Discrepancy in Explanations of Predictive Models Developed Using EMR
Brankovic, Aida, Huang, Wenjie, Cook, David, Khanna, Sankalp and Bialkowski, Konstanty (2024). Elucidating Discrepancy in Explanations of Predictive Models Developed Using EMR. Studies in Health Technology and Informatics. IOS Press. doi: 10.3233/shti231088
2023
Journal Article
Predicting disengagement to better support outcomes in a web-based weight loss program using machine learning models: cross-sectional study
Brankovic, Aida, Hendrie, Gilly A, Baird, Danielle L and Khanna, Sankalp (2023). Predicting disengagement to better support outcomes in a web-based weight loss program using machine learning models: cross-sectional study. Journal of Medical Internet Research, 25 e43633, 1-14. doi: 10.2196/43633
2023
Journal Article
Exploring Computational Techniques in Pre-processing Neonatal Physiological Signals for Detecting Adverse Outcomes: A Scoping Review (Preprint)
Rahman, Jessica, Brankovic, Aida, Tracy, Mark and Khanna, Sankalp (2023). Exploring Computational Techniques in Pre-processing Neonatal Physiological Signals for Detecting Adverse Outcomes: A Scoping Review (Preprint). Interactive Journal of Medical Research, 13, e46946. doi: 10.2196/46946
2022
Journal Article
Identifying patients at risk of unplanned re-hospitalisation using statewide electronic health records
Brankovic, Aida, Rolls, David, Boyle, Justin, Niven, Philippa and Khanna, Sankalp (2022). Identifying patients at risk of unplanned re-hospitalisation using statewide electronic health records. Scientific Reports, 12 (1) 16592, 1-12. doi: 10.1038/s41598-022-20907-z
2021
Journal Article
Case Report: preliminary images from an electromagnetic portable brain scanner for diagnosis and monitoring of acute stroke
Cook, David, Brown, Helen, Widanapathirana, Isuravi, Shah, Darshan, Walsham, James, Trakic, Adnan, Zhu, Guohun, Zamani, Ali, Guo, Lei, Brankovic, Aida, Al-Saffar, Ahmed, Stancombe, Anthony, Bialkowski, Alina, Nguyen, Phong, Bialkowski, Konstanty, Crozier, Stuart and Abbosh, Amin (2021). Case Report: preliminary images from an electromagnetic portable brain scanner for diagnosis and monitoring of acute stroke. Frontiers in Neurology, 12 765412, 765412. doi: 10.3389/fneur.2021.765412
2021
Journal Article
Data-driven indicators for the detection and prediction of stuck-pipe events in oil&gas drilling operations
Brankovic, Aida, Matteucci, Matteo, Restelli, Marcello, Ferrarini, Luca, Piroddi, Luigi, Spelta, Andrea and Zausa, Fabrizio (2021). Data-driven indicators for the detection and prediction of stuck-pipe events in oil&gas drilling operations. Upstream Oil and Gas Technology, 7 100043, 1-11. doi: 10.1016/j.upstre.2021.100043
2021
Journal Article
Hepatic steatosis detection using differential effective permittivity
Janani, Azin S., Rezaeieh, Sasan Ahdi, Darvazehban, Amin, Zamani, Ali, Brankovic, Aida, Mohammed, Beadaa, Macdonald, Graeme and Abbosh, Amin M. (2021). Hepatic steatosis detection using differential effective permittivity. IEEE Transactions on Antennas and Propagation, 69 (12), 1-1. doi: 10.1109/tap.2021.3090508
2021
Conference Publication
Fusion of traffic sensors for enhanced road monitoring
Bialkowski, Alina, Bialkowski, Konstanty and Brankovic, Aida (2021). Fusion of traffic sensors for enhanced road monitoring. 17th ITS Asia Pacific Forum, Brisbane, Australia, 12-15 April 2021.
2020
Journal Article
Unsupervised algorithm for brain anomalies localization in electromagnetic imaging
Brankovic, Aida, Zamani, Ali, Trakic, Adnan, Bialkowski, Konstanty, Mohammed, Beadaa, Cook, David, Walsham, James and Abbosh, Amin M. (2020). Unsupervised algorithm for brain anomalies localization in electromagnetic imaging. IEEE Transactions on Computational Imaging, 6 9281116, 1595-1606. doi: 10.1109/tci.2020.3041922
2020
Journal Article
Expedited stroke imaging with electromagnetic polar sensitivity encoding
Trakic, A., Brankovic, A., Zamani, A., Nguyen-Trong, N., Mohammed, B., Stancombe, A., Guo, L., Bialkowski, K. and Abbosh, A. (2020). Expedited stroke imaging with electromagnetic polar sensitivity encoding. IEEE Transactions on Antennas and Propagation, 68 (12) 9103981, 8072-8081. doi: 10.1109/tap.2020.2996810
2020
Journal Article
Wearable electromagnetic belt for steatotic liver detection using multivariate energy statistics
Rezaeieh, Sasan Ahdi, Brankovic, Aida, Janani, Azin, Mohammed, Beadaa, Darvazehban, Amin, Zamani, Ali, Macdonald, Graeme A. and Abbosh, Amin (2020). Wearable electromagnetic belt for steatotic liver detection using multivariate energy statistics. IEEE Access, 8, 1-1. doi: 10.1109/access.2020.3035657
2019
Journal Article
A distributed feature selection algorithm based on distance correlation with an application to microarrays
Brankovic, Aida, Hosseini, Marjan and Piroddi, Luigi (2019). A distributed feature selection algorithm based on distance correlation with an application to microarrays. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 16 (6) 8356595, 1802-1815. doi: 10.1109/TCBB.2018.2833482
2019
Journal Article
A distributed feature selection scheme with partial information sharing
Brankovic, Aida and Piroddi, Luigi (2019). A distributed feature selection scheme with partial information sharing. Machine Learning, 108 (11), 2009-2034. doi: 10.1007/s10994-019-05809-y
2019
Conference Publication
Electromagnetic based fatty liver detection using machine learning
Brankovic, Aida, Zamani, Ali and Abbosh, Amin (2019). Electromagnetic based fatty liver detection using machine learning. European Conference on Antennas and Propagation , Krakow, Poland, 31 March-5 April 2019. New York, NY, United States: Institute of Electrical and Electronics Engineers.
2018
Journal Article
A feature selection and classification algorithm based on randomized extraction of model populations
Brankovic, Aida, Falsone, Alessandro, Prandini, Maria and Piroddi, Luigi (2018). A feature selection and classification algorithm based on randomized extraction of model populations. IEEE Transactions on Cybernetics, 48 (4), 1151-1162. doi: 10.1109/tcyb.2017.2682418
Funding
Past funding
Supervision
Availability
- Dr Aida Brankovic is:
- Available for supervision
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Supervision history
Current supervision
-
Doctor Philosophy
Signal Processing for Electromagnetic Medical Imaging
Associate Advisor
Other advisors: Dr Konstanty Bialkowski
Media
Enquiries
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