Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review

OBJECTIVE: To conduct a systematic scoping review of explainable artificial intelligence (XAI) models that use real-world electronic health record data, categorize these techniques according to different biomedical applications, identify gaps of current studies, and suggest future research direction...

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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Payrovnaziri, Seyedeh Neelufar, Chen, Zhaoyi, Rengifo-Moreno, Pablo, Miller, Tim, Bian, Jiang, Chen, Jonathan H, Liu, Xiuwen, He, Zhe
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Reviews
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7647281/
https://ncbi.nlm.nih.gov/pubmed/32417928
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocaa053
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