Aida Brankovic

According to our database, Aida Brankovic authored at least 20 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

HepNet: Deep Neural Network for Classification of Early-Stage Hepatic Steatosis Using Microwave Signals.

Sazid Hasan, Aida Brankovic, Md. Abdul Awal, Sasan Ahdi Rezaeieh, Shelley E. Keating, Amin M. Abbosh, Ali Zamani

IEEE J. Biomed. Health Informatics, January, 2025

Good Practices for Institutional Organization of Research Institutes: Excellence in Research and Positive Impact on Society.

Zlatan Ajanovic, Hamza Merzic, Suad Krilasevic, Eldar Kurtic, Bakir Kudic, Rialda Spahic, Emina Alickovic, Aida Brankovic, Kenan Sehic, Mirsad Cosovic, Admir Greljo, Sead Delalic, Adnan Mehonic

CoRR, January, 2025

Clinician-informed XAI evaluation checklist with metrics (CLIX-M) for AI-powered clinical decision support systems.

Aida Brankovic, David Cook, Jessica Rahman, Alana Delaforce, Jane Li, Farah Magrabi, Federico Cabitza, Enrico W. Coiera, Danakai Bradford

npj Digit. Medicine, 2025

2024

Stroke Classification With Microwave Signals Using Explainable Wavelet Convolutional Neural Network.

Sazid Hasan, Ali Zamani, Aida Brankovic, Konstanty S. Bialkowski, Amin M. Abbosh

IEEE J. Biomed. Health Informatics, October, 2024

Benchmarking the most popular XAI used for explaining clinical predictive models: Untrustworthy but could be useful.

Aida Brankovic, David Cook, Jessica Rahman, Sankalp Khanna, Wenjie Huang

Health Informatics J., 2024

Machine learning model with output correction: Towards reliable bradycardia detection in neonates.

Jessica Rahman, Aida Brankovic, Sankalp Khanna

Comput. Biol. Medicine, 2024

2023

Evaluation of Popular XAI Applied to Clinical Prediction Models: Can They be Trusted?

Aida Brankovic, David Cook, Jessica Rahman, Wenjie Huang, Sankalp Khanna

CoRR, 2023

Towards Accurate Search for Neonatal Heartbeat: Weighted Algorithm for Reliable ECG Analysis of Premature Infants.

Jessica Rahman, Aida Brankovic, Mark Tracy, Robert Halliday, Sankalp Khanna

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Elucidating Discrepancy in Explanations of Predictive Models Developed Using EMR.

Aida Brankovic, Wenjie Huang, David Cook, Sankalp Khanna, Konstanty Bialkowski

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Development of an Interactive Dashboard to Analyse Physiological Signals in the Neonatal Intensive Care Unit.

Christina J. Lauw, Jessica Rahman, Aida Brankovic, Mark Tracy, Sankalp Khanna

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Vision for Bosnia and Herzegovina in Artificial Intelligence Age: Global Trends, Potential Opportunities, Selected Use-cases and Realistic Goals.

Zlatan Ajanovic, Emina Alickovic, Aida Brankovic, Sead Delalic, Eldar Kurtic, Salem Malikic, Adnan Mehonic, Hamza Merzic, Kenan Sehic, Bahrudin Trbalic

CoRR, 2022

2020

Unsupervised Algorithm for Brain Anomalies Localization in Electromagnetic Imaging.

Aida Brankovic, Ali Zamani, Adnan Trakic, Konstanty Bialkowski, Beadaa J. Mohammed, David Cook, James Walsham, Amin M. Abbosh

IEEE Trans. Computational Imaging, 2020

Wearable Electromagnetic Belt for Steatotic Liver Detection Using Multivariate Energy Statistics.

Sasan Ahdi Rezaeieh, Aida Brankovic, Azin S. Janani, Beadaa J. Mohammed, Amin Darvazehban, Ali Zamani, Graeme A. Macdonald, Amin M. Abbosh

IEEE Access, 2020

2019

A Distributed Feature Selection Algorithm Based on Distance Correlation with an Application to Microarrays.

Aida Brankovic, Marjan Hosseini, Luigi Piroddi

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

A distributed feature selection scheme with partial information sharing.

Aida Brankovic, Luigi Piroddi

Mach. Learn., 2019

2018

Distributed randomized model selection for nonlinear identification and supervised machine learning.

Aida Brankovic

PhD thesis, 2018

A Feature Selection and Classification Algorithm Based on Randomized Extraction of Model Populations.

Aida Brankovic, Alessandro Falsone, Maria Prandini, Luigi Piroddi

IEEE Trans. Cybern., 2018

2016

Randomised Algorithm for Feature Selection and Classification.

Aida Brankovic, Alessandro Falsone, Maria Prandini, Luigi Piroddi

CoRR, 2016

Applying simple PID tuning rules with extended frequency response knowledge.

Aida Brankovic, Jacopo Guanetti, Donald Selmanaj, Alberto Leva

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015

Modeling and speed limitation control of an electric kick scooter.

Aida Brankovic, Daniele Berretta, Simone Formentin, Matteo Corno, Sergio M. Savaresi

Proceedings of the 14th European Control Conference, 2015