Clinical stewardship for medical AI translation: A systematic review of technological, human, and organizational barriers

Nan Wang, Zhouyu Guan, Dian Zeng, Fan Ke, Yulian Zhang, Shangchu Chen, Jia Li, Ai Zhuang, Kamel Aouaidjia, Haoxuan Li, Muhammad Nadeem Cheema, Anam Nazir, Yang Wen, Saleha Masood, Anum Masood, Matthew Yu Heng Wong, Xinming Xu, Yiming Qin, Han Lv

Open source

DOI
10.1016/j.xcrm.2026.103135
Published
2026-11
Container
Cell Reports Medicine
Publisher
Elsevier BV
Open access
unknown

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Cite this work

BibTeX

@article{allodium:10.1016/j.xcrm.2026.103135,
  title = {Clinical stewardship for medical AI translation: A systematic review of technological, human, and organizational barriers},
  author = {Nan Wang and Zhouyu Guan and Dian Zeng and Fan Ke and Yulian Zhang and Shangchu Chen and Jia Li and Ai Zhuang and Kamel Aouaidjia and Haoxuan Li and Muhammad Nadeem Cheema and Anam Nazir and Yang Wen and Saleha Masood and Anum Masood and Matthew Yu Heng Wong and Xinming Xu and Yiming Qin and Han Lv},
  year = {2026},
  journal = {Cell Reports Medicine},
  doi = {10.1016/j.xcrm.2026.103135},
  url = {https://doi.org/10.1016/j.xcrm.2026.103135}
}

RIS

TY  - JOUR
TI  - Clinical stewardship for medical AI translation: A systematic review of technological, human, and organizational barriers
AU  - Nan Wang
AU  - Zhouyu Guan
AU  - Dian Zeng
AU  - Fan Ke
AU  - Yulian Zhang
AU  - Shangchu Chen
AU  - Jia Li
AU  - Ai Zhuang
AU  - Kamel Aouaidjia
AU  - Haoxuan Li
AU  - Muhammad Nadeem Cheema
AU  - Anam Nazir
AU  - Yang Wen
AU  - Saleha Masood
AU  - Anum Masood
AU  - Matthew Yu Heng Wong
AU  - Xinming Xu
AU  - Yiming Qin
AU  - Han Lv
PY  - 2026
JO  - Cell Reports Medicine
DO  - 10.1016/j.xcrm.2026.103135
UR  - https://doi.org/10.1016/j.xcrm.2026.103135
ER  - 

APA

Wang, N., Guan, Z., Zeng, D., Ke, F., Zhang, Y., Chen, S., Li, J., Zhuang, A., Aouaidjia, K., Li, H., Cheema, M. N., Nazir, A., Wen, Y., Masood, S., Masood, A., Wong, M. Y. H., Xu, X., Qin, Y., & Lv, H. (2026). Clinical stewardship for medical AI translation: A systematic review of technological, human, and organizational barriers. Cell Reports Medicine. https://doi.org/10.1016/j.xcrm.2026.103135

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