Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness

Biases have marked medical history, leading to unequal care affecting marginalised groups. The patterns of missingness in observational data often reflect these group discrepancies, but the algorithmic fairness implications of group-specific missingness are not well understood. Despite its potential...

Descripción completa

Detalles Bibliográficos
Autores principales: Jeanselme, Vincent, De-Arteaga, Maria, Zhang, Zhe, Barrett, Jessica, Tom, Brian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7614014/
https://www.ncbi.nlm.nih.gov/pubmed/36601036

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7614014/
https://www.ncbi.nlm.nih.gov/pubmed/36601036

Ejemplares similares