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Peeking into a black box, the fairness and generalizability of a MIMIC-III benchmarking model

As artificial intelligence (AI) makes continuous progress to improve quality of care for some patients by leveraging ever increasing amounts of digital health data, others are left behind. Empirical evaluation studies are required to keep biased AI models from reinforcing systemic health disparities...

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Detalles Bibliográficos
Autores principales: Röösli, Eliane, Bozkurt, Selen, Hernandez-Boussard, Tina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8786878/
https://www.ncbi.nlm.nih.gov/pubmed/35075160
http://dx.doi.org/10.1038/s41597-021-01110-7