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Diachronic and synchronic variation in the performance of adaptive machine learning systems: the ethical challenges

OBJECTIVES: Machine learning (ML) has the potential to facilitate “continual learning” in medicine, in which an ML system continues to evolve in response to exposure to new data over time, even after being deployed in a clinical setting. In this article, we provide a tutorial on the range of ethical...

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Detalles Bibliográficos
Autores principales: Hatherley, Joshua, Sparrow, Robert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9846684/
https://www.ncbi.nlm.nih.gov/pubmed/36377970
http://dx.doi.org/10.1093/jamia/ocac218