David Cook

Machine learning in clinical practice: prospects and pitfalls

2019 · 49 Zit. · The Medical Journal of Australia

Evidence-based medicine and machine learning: a partnership with a common purpose

2020 · 24 Zit. · BMJ evidence-based medicine

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

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

2025 · 0 Zit.