Publications
Scholarly Work
Peer-reviewed research, book chapters, and academic contributions at the intersection of AI, healthcare, and health professions education.
Book
Nursing Education in the AI Era
Practical Guidance for Educators to Advance Equitable Care
Springer Nature, 2026
A rigorous, practice-oriented guide for health professions educators navigating the integration of artificial intelligence into nursing curricula and clinical training. Grounded in equity and the realities of the clinical environment, this book gives educators the frameworks they need to prepare graduates for an AI-saturated practice — without sacrificing the human judgment at the center of care.
Get the Book ↗Selected Publications
2026
Book Chapter
Entrustment and Artificial Intelligence: A Framework for Clinical Decision Support
Springer Nature
Introduces the AI Discernment Framework as a model for determining when clinical AI tools can be trusted with consequential decisions.
2025
Journal Article
Algorithmic Bias in Clinical Practice: Implications for Health Professions Education
Journal of Nursing Education
Examines how training data inequities propagate into clinical AI tools and proposes curricular interventions for health professions programs.
2025
Journal Article
Teaching AI Literacy Across the Health Professions: A Scoping Review
Academic Medicine
A systematic review of AI literacy curricula across medicine, nursing, pharmacy, and allied health — identifying gaps and opportunities for interprofessional education.
2024
Journal Article
Governance Frameworks for Clinical AI: What Health Systems Need Before They Scale
Health Affairs
Proposes a governance architecture for health systems deploying AI in clinical settings, with attention to accountability, transparency, and ongoing human oversight.
2024
Journal Article
The Educator's Role in an AI-Saturated Clinical Environment
Nursing Outlook
Argues that health professions educators bear a professional obligation to prepare graduates for AI-assisted practice — and outlines what that preparation must include.
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