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Racial underrepresentation in dermatological datasets leads to biased machine learning models and inequitable healthcare

OBJECTIVE: Clinical applications of machine learning are promising as a tool to improve patient outcomes through assisting diagnoses, treatment, and analyzing risk factors for screening. Possible clinical applications are especially prominent in dermatology as many diseases and conditions present vi...

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Detalles Bibliográficos
Autores principales: Kleinberg, Giona, Diaz, Michael J, Batchu, Sai, Lucke-Wold, Brandon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9815490/
https://www.ncbi.nlm.nih.gov/pubmed/36619609