Putting the data before the algorithm in big data addressing personalized healthcare
Abstract
Technologies leveraging big data, including predictive algorithms and machine learning, are playing an increasingly important role in the delivery of healthcare. However, evidence indicates that such algorithms have the potential to worsen disparities currently intrinsic to the contemporary healthcare system, including racial biases. Blame for these deficiencies has often been placed on the algorithm—but the underlying training data bears...
Paper Details
Title
Putting the data before the algorithm in big data addressing personalized healthcare
Published Date
Aug 19, 2019
Journal
Volume
2
Issue
1
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