Donald J. Willison

University of Toronto

Papers

3

Total Citations

413

H-Index

3

About

Donald J. Willison is a researcher whose work sits at the intersection of artificial intelligence, healthcare ethics, and public health policy. His most prominent contribution is a comprehensive scoping review of the ethics literature surrounding AI in health contexts, a paper that has garnered an impressive 395 citations since its publication in 2021, signaling its rapid emergence as a foundational reference in the field. In this work, Willison and colleagues systematically examined how ethical frameworks apply to AI's growing role in health systems, addressing concerns around fairness, accountability, transparency, and equity in an era many describe as the "fourth industrial revolution." His research is particularly valuable for navigating the tension between AI's transformative promise — improving population health outcomes and strengthening health systems globally — and the ethical responsibilities that must guide its deployment. By producing one of the most widely cited scoping reviews in health AI ethics, Willison has helped shape how clinicians, policymakers, and researchers critically evaluate AI-driven health innovations. His scholarship serves as an essential starting point for anyone seeking to understand the ethical landscape of AI in medicine and public health.

Research Focus

Key Achievements

3
H-Index
3
Papers
413
Total Citations
138
Avg Citations/Paper
🏆 Most Cited Paper
Artificial intelligence for good health: a scoping review of the ethics literature
395 citations · 2021
📈 Most Prolific Year: 2020 (2 Papers)
🤝 Key Collaborators: 10
🏛 Institutions: University of Toronto

Top Papers

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Key Collaborators

Contact & Links

Available for collaboration
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