Mjaye Mazwi

Ethical limitations of algorithmic fairness solutions in health care machine learning

2020 · 246 Zit. · The Lancet Digital Health

Patient safety and quality improvement: Ethical principles for a regulatory approach to bias in healthcare machine learning

2020 · 100 Zit. · Journal of the American Medical Informatics Association

Making machine learning matter to clinicians: model actionability in medical decision-making

2023 · 47 Zit. · npj Digital Medicine

What's fair is… fair? Presenting JustEFAB, an ethical framework for operationalizing medical ethics and social justice in the integration of clinical machine learning

2023 · 26 Zit.

CANAIRI: the Collaboration for Translational Artificial Intelligence Trials in healthcare

2025 · 18 Zit. · Nature Medicine

An integration engineering framework for machine learning in healthcare

2022 · 17 Zit. · Frontiers in Digital Health

When Your Only Tool Is A Hammer

2020 · 12 Zit. · Proceedings of the AAAI/ACM Conference on AI Ethics and Society

Artificial intelligence in medicine and the pursuit of environmentally responsible science

2024 · 12 Zit. · The Lancet Digital Health

Ignorance Isn't Bliss: We Must Close the Machine Learning Knowledge Gap in Pediatric Critical Care

2022 · 5 Zit. · Frontiers in Pediatrics

Can an accurate model be bad?

2025 · 2 Zit. · Patterns