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Algorithmic encoding of protected characteristics in chest X-ray disease detection models
BACKGROUND: It has been rightfully emphasized that the use of AI for clinical decision making could amplify health disparities. An algorithm may encode protected characteristics, and then use this information for making predictions due to undesirable correlations in the (historical) training data. I...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10025760/ https://www.ncbi.nlm.nih.gov/pubmed/36791660 http://dx.doi.org/10.1016/j.ebiom.2023.104467 |