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Prioritizing human-AI collaboration in healthcare: the TRIAD framework for trustworthy governance, real-world, and integrated adaptive deployment

Published Online: 2026-02-10

Authors

Li, Jia

Zhou, Zi-Chun

Wang, Zhen-Chang

Lv, Han https://orcid.org/0000-0001-9559-4777
Funding

Funding for this research was provided by:

National Natural Science Foundation of China (62522119)

Beijing Natural Science Foundation (7242267)

Beijing Natural Science Foundation (L242024)

Beijing Natural Science Foundation (7254539)

Capital Medical University (B2408)
License Information

Text and Data Mining valid from 2026-02-10

Version of Record valid from 2026-02-10
More Information

Article History

Received: 17 August 2025

Accepted: 28 January 2026

First Online: 10 February 2026

Declarations

:

: Not applicable.

: Not applicable.

: The authors declare that they have no competing interests.

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