Aida Brankovic

21 papers Journal 15Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Clinician-informed XAI evaluation checklist with metrics (CLIX-M) for AI-powered clinical decision support systems. npj Digit. Medicine Aida Brankovic, David Cook, Jessica Rahman, Alana Delaforce, Jane Li, Farah Magrabi, Federico Cabitza, Enrico W. Coiera, DanaKai Bradford
2025	J	`jnl`	Good Practices for Institutional Organization of Research Institutes: Excellence in Research and Positive Impact on Society. CoRR 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
2025	J	`jnl`	HepNet: Deep Neural Network for Classification of Early-Stage Hepatic Steatosis Using Microwave Signals. IEEE J. Biomed. Health Informatics Sazid Hasan, Aida Brankovic, Md. Abdul Awal, Sasan Ahdi Rezaeieh, Shelley E. Keating, Amin M. Abbosh, Ali Zamani
2024	J	`jnl`	Benchmarking the most popular XAI used for explaining clinical predictive models: Untrustworthy but could be useful. Health Informatics J. Aida Brankovic, David Cook, Jessica Rahman, Sankalp Khanna, Wenjie Huang
2024	J	`jnl`	Machine learning model with output correction: Towards reliable bradycardia detection in neonates. Comput. Biol. Medicine Jessica Rahman, Aida Brankovic, Sankalp Khanna
2024	J	`jnl`	Stroke Classification With Microwave Signals Using Explainable Wavelet Convolutional Neural Network. IEEE J. Biomed. Health Informatics Sazid Hasan, Ali Zamani, Aida Brankovic, Konstanty S. Bialkowski, Amin M. Abbosh
2023	—	`conf`	Development of an Interactive Dashboard to Analyse Physiological Signals in the Neonatal Intensive Care Unit. EMBC Christina J. Lauw, Jessica Rahman, Aida Brankovic, Mark Tracy, Sankalp Khanna
2023	—	`conf`	Elucidating Discrepancy in Explanations of Predictive Models Developed Using EMR. MedInfo Aida Brankovic, Wenjie Huang, David Cook, Sankalp Khanna, Konstanty Bialkowski
2023	J	`jnl`	Elucidating Discrepancy in Explanations of Predictive Models Developed using EMR. CoRR Aida Brankovic, Wenjie Huang, David Cook, Sankalp Khanna, Konstanty Bialkowski
2023	J	`jnl`	Evaluation of Popular XAI Applied to Clinical Prediction Models: Can They be Trusted? CoRR Aida Brankovic, David Cook, Jessica Rahman, Wenjie Huang, Sankalp Khanna
2023	—	`conf`	Towards Accurate Search for Neonatal Heartbeat: Weighted Algorithm for Reliable ECG Analysis of Premature Infants. MedInfo Jessica Rahman, Aida Brankovic, Mark Tracy, Robert Halliday, Sankalp Khanna
2022	J	`jnl`	Vision for Bosnia and Herzegovina in Artificial Intelligence Age: Global Trends, Potential Opportunities, Selected Use-cases and Realistic Goals. CoRR Zlatan Ajanovic, Emina Alickovic, Aida Brankovic, Sead Delalic, Eldar Kurtic, Salem Malikic, Adnan Mehonic, Hamza Merzic, Kenan Sehic, Bahrudin Trbalic
2020	J	`jnl`	Unsupervised Algorithm for Brain Anomalies Localization in Electromagnetic Imaging. IEEE Trans. Computational Imaging Aida Brankovic, Ali Zamani, Adnan Trakic, Konstanty Bialkowski, Beadaa J. Mohammed, David Cook, James Walsham, Amin M. Abbosh
2020	J	`jnl`	Wearable Electromagnetic Belt for Steatotic Liver Detection Using Multivariate Energy Statistics. IEEE Access Sasan Ahdi Rezaeieh, Aida Brankovic, Azin S. Janani, Beadaa J. Mohammed, Amin Darvazehban, Ali Zamani, Graeme A. Macdonald, Amin M. Abbosh
2019	J	`jnl`	A Distributed Feature Selection Algorithm Based on Distance Correlation with an Application to Microarrays. IEEE ACM Trans. Comput. Biol. Bioinform. Aida Brankovic, Marjan Hosseini, Luigi Piroddi
2019	J	`jnl`	A distributed feature selection scheme with partial information sharing. Mach. Learn. Aida Brankovic, Luigi Piroddi
2018	J	`jnl`	A Feature Selection and Classification Algorithm Based on Randomized Extraction of Model Populations. IEEE Trans. Cybern. Aida Brankovic, Alessandro Falsone, Maria Prandini, Luigi Piroddi
2018	—	`—`	Distributed randomized model selection for nonlinear identification and supervised machine learning. Aida Brankovic
2016	—	`conf`	Applying simple PID tuning rules with extended frequency response knowledge. CDC Aida Brankovic, Jacopo Guanetti, Donald Selmanaj, Alberto Leva
2016	J	`jnl`	Randomised Algorithm for Feature Selection and Classification. CoRR Aida Brankovic, Alessandro Falsone, Maria Prandini, Luigi Piroddi
2015	—	`conf`	Modeling and speed limitation control of an electric kick scooter. ECC Aida Brankovic, Daniele Berretta, Simone Formentin, Matteo Corno, Sergio M. Savaresi