AI Adoption, Adaptation, and Workforce Sustainability in Medical Imaging: Systematic Review and Conceptual Framework
- DOI
- 10.2196/101944
- Published
- 2026-11-03
- Container
- JMIR AI
- Publisher
- JMIR Publications Inc.
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.2196/101944,
title = {AI Adoption, Adaptation, and Workforce Sustainability in Medical Imaging: Systematic Review and Conceptual Framework},
author = {Paula Brough and Khondker Mohammad Zobair and Javad Pool and Natalie Haskell and Luke Houghton and Paul Scuffham and Jennifer Loy and Ashlea Troth and Salim Memon and Rachael Smithson and Maria Khan and Brooke Murphy and Letisha Living and Leanne Du and John Richards and Jennifer Dolkens and Matthew Aitken and Jason Zhang and John Grieve and Sandeep Bhuta},
year = {2026},
journal = {JMIR AI},
doi = {10.2196/101944},
url = {https://doi.org/10.2196/101944}
}RIS
TY - JOUR TI - AI Adoption, Adaptation, and Workforce Sustainability in Medical Imaging: Systematic Review and Conceptual Framework AU - Paula Brough AU - Khondker Mohammad Zobair AU - Javad Pool AU - Natalie Haskell AU - Luke Houghton AU - Paul Scuffham AU - Jennifer Loy AU - Ashlea Troth AU - Salim Memon AU - Rachael Smithson AU - Maria Khan AU - Brooke Murphy AU - Letisha Living AU - Leanne Du AU - John Richards AU - Jennifer Dolkens AU - Matthew Aitken AU - Jason Zhang AU - John Grieve AU - Sandeep Bhuta PY - 2026 JO - JMIR AI DO - 10.2196/101944 UR - https://doi.org/10.2196/101944 ER -
APA
Brough, P., Zobair, K. M., 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. (2026). AI Adoption, Adaptation, and Workforce Sustainability in Medical Imaging: Systematic Review and Conceptual Framework. JMIR AI. https://doi.org/10.2196/101944
Source records
- crossref · retrieved 2026-11-06T02:45:51.594Z