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Bias and fairness assessment of a natural language processing opioid misuse classifier: detection and mitigation of electronic health record data disadvantages across racial subgroups.
J Am Med Inform Assoc. 2021 Oct 12;28(11):2393-2403. doi: 10.1093/jamia/ocab148.
J Am Med Inform Assoc. 2021.
PMID: 34383925
Free PMC article.
Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models.
Gao J, Chen G, O'Rourke AP, Caskey J, Carey KA, Oguss M, Stey A, Dligach D, Miller T, Mayampurath A, Churpek MM, Afshar M.
Gao J, et al.
J Am Med Inform Assoc. 2024 May 20;31(6):1291-1302. doi: 10.1093/jamia/ocae071.
J Am Med Inform Assoc. 2024.
PMID: 38587875
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