Cargando…

The path toward equal performance in medical machine learning

To ensure equitable quality of care, differences in machine learning model performance between patient groups must be addressed. Here, we argue that two separate mechanisms can cause performance differences between groups. First, model performance may be worse than theoretically achievable in a give...

Descripción completa

Detalles Bibliográficos
Autores principales: Petersen, Eike, Holm, Sune, Ganz, Melanie, Feragen, Aasa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10382979/
https://www.ncbi.nlm.nih.gov/pubmed/37521051
http://dx.doi.org/10.1016/j.patter.2023.100790