References
The EQUATOR Network. https://www.equator-network.org/ (accessed 22 March 2022).
Anderson, J. A., Eijkholt, M. & Illes, J. Nat. Methods 10, 843–845 (2013).
Park, Y. et al. JAMA Netw. Open 4, e213909–e213909 (2021).
McDermott, M. B. A. et al. Sci. Transl. Med. 13, eabb1655 (2021).
Chen, I. Y. et al. Ann. Rev. Biomed. Data Sci. https://doi.org/10.1146/annurev-biodatasci-092820-114757 (2021).
Nagendran, M. et al. BMJ 368, m689 (2020).
Wawira Gichoya, J., McCoy, L. G., Celi, L. A. & Ghassemi, M. BMJ Heath Care Inform. 28, e100289 (2021).
Birhane, A. Patterns 2, 100205 (2021).
Donia, J. & Shaw, J. in Proc. 2021 AAAI/ACM Conference on AI, Ethics, and Society (eds Fourcade, M. et al.) 77 (AACM, 2021).
Vayena, E., Blasimme, A. & Cohen, I. G. PLoS Med. 15, e1002689 (2018).
Park, Y. et al. JAMA Netw. Open 4, e213909 (2021).
WHO. https://www.who.int/publications/i/item/9789240029200 (accessed 22 March 2022).
Mittelstadt, B. Nat. Mach. Intell. 1, 501–507 (2019).
Rivera, S. C., Liu, X., Chan, A.-W., Denniston, A. K. & Calvert, M. J. Nat. Med. 26, 1351–1363 (2020).
Liu, X. & Rivera, S. C. Nat. Med. 26, 1364–1374 (2020).
Sounderajah, V. et al. Nat. Med. 26, 807–808 (2020).
Prunkl, C. E. A. et al. Nat. Mach. Intell. 3, 104–110 (2021).
Acknowledgements
Infrastructure support for this research was provided by the National Institute for Health Research Imperial Biomedical Research Centre (BRC), UK.
Author information
Authors and Affiliations
Contributions
All authors contributed equally to the conception, writing and revision of this manuscript.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Declaration: The lead author affirms that this manuscript is an honest, accurate and transparent account of the study being reported.
Rights and permissions
About this article
Cite this article
Sounderajah, V., McCradden, M.D., Liu, X. et al. Ethics methods are required as part of reporting guidelines for artificial intelligence in healthcare. Nat Mach Intell 4, 316–317 (2022). https://doi.org/10.1038/s42256-022-00479-3
Published:
Issue Date:
DOI: https://doi.org/10.1038/s42256-022-00479-3
- Springer Nature Limited
This article is cited by
-
Recommendations for the use of pediatric data in artificial intelligence and machine learning ACCEPT-AI
npj Digital Medicine (2023)