Citation

Please cite as:

Brough P, Zobair KM, Pool J, Haskell N, Houghton L, Scuffham P, Loy J, Troth A, Memon S, Smithson R, Khan M, Murphy B, Living L, Du L, Richards J, Dolkens J, Aitken M, Zhang J, Grieve J, Bhuta S

AI Adoption, Adaptation, and Workforce Sustainability in Medical Imaging: Systematic Review and Conceptual Framework

JMIR AI 2026;5:e101944

DOI: 10.2196/101944

PMID: 42976356

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Accepted for/Published in: JMIR AI

Date Submitted: May 21, 2026

Date Accepted: Oct 1, 2026

The final, peer-reviewed published version of this preprint can be found here:

AI Adoption, Adaptation, and Workforce Sustainability in Medical Imaging: Systematic Review and Conceptual Framework

Brough P, Zobair KM, Pool J, Haskell N, Houghton L, Scuffham P, Loy J, Troth A, Memon S, Smithson R, Khan M, Murphy B, Living L, Du L, Richards J, Dolkens J, Aitken M, Zhang J, Grieve J, Bhuta S

AI Adoption, Adaptation, and Workforce Sustainability in Medical Imaging: Systematic Review and Conceptual Framework

JMIR AI 2026;5:e101944

DOI: 10.2196/101944

PMID: 42976356

Accepted Manuscript

JMIR Publications

JMIR Preprints

Accepted for/Published in: JMIR AI

Date Submitted: May 21, 2026

Date Accepted: Oct 1, 2026

JMIR Preprints

Accepted for/Published in: JMIR AI

Date Submitted: May 21, 2026

Date Accepted: Oct 1, 2026

Per the author's request this version is not available.