Aida Brankovic

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

2025 · 8 Zit. · npj Digital Medicine

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

2024 · 8 Zit. · Health Informatics Journal

Elucidating Discrepancy in Explanations of Predictive Models Developed Using EMR

2024 · 3 Zit. · Studies in health technology and informatics

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

2023 · 2 Zit. · arXiv (Cornell University)

When Explanations Differ: A Qualitative Study of Clinical Views on Explainable AI (XAI) Methods in Healthcare (Preprint)

2025 · 0 Zit.

Do explanations of AI-generated alerts matter? A qualitative study of clinical views on eXplainable AI (XAI) in predictive tools (Preprint)

2025 · 0 Zit. · JMIR Human Factors

Author Correction: Explainable machine learning for real-time deterioration alert prediction to guide pre-emptive treatment

2022 · 0 Zit. · Scientific Reports

Elucidating Discrepancy in Explanations of Predictive Models Developed using EMR

2023 · 0 Zit. · arXiv (Cornell University)