FaIRClocks: Fair and Interpretable Representation of the Clock Drawing Test for mitigating classifier bias against lower educational groups

The clock drawing test (CDT) is a neuropsychological assessment tool to evaluate a patient’s cognitive ability. In this study, we developed a Fair and Interpretable Representation of Clock drawing tests (FaIRClocks) to evaluate and mitigate bias against people with lower education while predicting t...

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Detalles Bibliográficos
Autores principales: Zhang, Jiaqing, Bandyopadhyay, Sabyasachi, Kimmet, Faith, Wittmayer, Jack, Khezeli, Kia, Libon, David J., Price, Catherine C., Rashidi, Parisa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Journal Experts 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10602062/
https://www.ncbi.nlm.nih.gov/pubmed/37886534
http://dx.doi.org/10.21203/rs.3.rs-3398970/v1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10602062/
https://www.ncbi.nlm.nih.gov/pubmed/37886534
http://dx.doi.org/10.21203/rs.3.rs-3398970/v1

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