Article

Towards Equitable Patient Subgroup Performance by Gene-Expression-Based Diagnostic Classifiers of Acute Infection

2022-04-27

Abstract excerpt

Host-response gene expression measurements may carry confounding associations with patient demographic characteristics that can induce bias in downstream classifiers. Assessment of deployed machine learning systems in other domains has revealed the presence of such biases and exposed the potential of these systems to cause harm. Such an assessment of a gene-expression-based classifier has not been carried out and...

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Literature Corpus work: 402023eb-1c0a-59b7-b3b2-b41e375efcdc
DOI: 10.1101/2022.04.24.22274125

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