Cross-ethnicity/race generalization failure of behavioral prediction from resting-state functional connectivity

Algorithmic biases that favor majority populations pose a key challenge to the application of machine learning for precision medicine. Here, we assessed such bias in prediction models of behavioral phenotypes from brain functional magnetic resonance imaging. We examined the prediction bias using two...

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Detalles Bibliográficos
Autores principales: Li, Jingwei, Bzdok, Danilo, Chen, Jianzhong, Tam, Angela, Ooi, Leon Qi Rong, Holmes, Avram J., Ge, Tian, Patil, Kaustubh R., Jabbi, Mbemba, Eickhoff, Simon B., Yeo, B. T. Thomas, Genon, Sarah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8926333/
https://www.ncbi.nlm.nih.gov/pubmed/35294251
http://dx.doi.org/10.1126/sciadv.abj1812

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8926333/
https://www.ncbi.nlm.nih.gov/pubmed/35294251
http://dx.doi.org/10.1126/sciadv.abj1812

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