Investigation of Bias in an Epilepsy Machine Learning Algorithm Trained on Physician Notes

Racial disparities in the utilization of epilepsy surgery are well documented, but it is unknown if a natural language processing (NLP) algorithm trained on physician notes would produce biased recommendations for epilepsy presurgical evaluations. To assess this, an NLP algorithm was trained to iden...

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Detaylı Bibliyografya
Yayımlandı:Epilepsia
Asıl Yazarlar: Wissel, Benjamin D., Greiner, Hansel M., Glauser, Tracy A., Mangano, Francesco T., Santel, Daniel, Pestian, John P., Szczesniak, Rhonda D., Dexheimer, Judith W.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2019
Konular:
Article
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC6731998/
https://ncbi.nlm.nih.gov/pubmed/31441044
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/epi.16320
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