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. doi: 10.1038/s41598-024-55360-7
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
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
(2020–2023) Advance Queensland Industry Research Fellowships
Signal Processing for Electromagnetic Medical Imaging
Doctor Philosophy
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
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
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. doi: 10.1038/s41598-024-55360-7
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
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
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
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
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
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
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
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
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
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
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
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.
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.
(2020–2023) Advance Queensland Industry Research Fellowships
Signal Processing for Electromagnetic Medical Imaging
Doctor Philosophy — Associate Advisor
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