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Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System

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What If Nurses Designed Artificial Intelligence?

Katherine Virkstis¹, Jeanette Ives Erickson

¹Author Affiliations: Chief Clinical Officer (Dr Virkstis), Get Well, Bethesda, Maryland; and Chief Nurse Emerita (Dr Ives Erickson), Massachusetts General Hospital, Boston.

The Journal of Nursing Administration

|August 22, 2025

Summary

This summary is machine-generated.

Nurses should lead artificial intelligence (AI) design in healthcare. Nurse-led innovation can improve the adoption and impact of new technologies in patient care delivery.

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Area of Science:

Healthcare technology
Nursing informatics
Artificial intelligence in medicine

Background:

Most artificial intelligence (AI) in healthcare is developed without nursing input.
Current AI development prioritizes administrative tasks over clinical workflows.

Purpose of the Study:

To explore how nurses can lead innovation in AI design for healthcare.
To examine the potential influence of nurse-led AI on technology adoption and impact in care delivery.

Main Methods:

Qualitative study informed by the perspectives of 27 senior nursing leaders.
Analysis of nurse-led innovation in the context of emerging healthcare technologies.

Main Results:

Nurse leadership is crucial for aligning AI with clinical needs.
Nurse-led AI can enhance workflow integration and patient care outcomes.
Empowering nurses in AI design fosters effective technology adoption.

Conclusions:

Shifting AI development to be nurse-led can optimize technology's role in healthcare.
Nurse-led innovation is essential for maximizing the benefits of AI in clinical settings.
Future AI in healthcare should prioritize nursing perspectives for successful implementation.