Enhancing Fairness in Disease Prediction by Optimizing Multiple Domain Adversarial Networks

Predictive models in biomedicine need to ensure equitable and reliable outcomes for the populations they are applied to. Unfortunately, biases in medical predictions can lead to unfair treatment and widening disparities, underscoring the need for effective techniques to address these issues. To enha...

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Detalles Bibliográficos
Autores principales: Li, Bin, Shi, Xinghua, Gao, Hongchang, Jiang, Xiaoqian, Zhang, Kai, Harmanci, Arif O, Malin, Bradley
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10441334/
https://www.ncbi.nlm.nih.gov/pubmed/37609241
http://dx.doi.org/10.1101/2023.08.04.551906

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10441334/
https://www.ncbi.nlm.nih.gov/pubmed/37609241
http://dx.doi.org/10.1101/2023.08.04.551906

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