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Healthcare claims-based Lyme disease case-finding algorithms in the United States: A systematic literature review.

Young Hee NamSarah J WillisAaron B MendelsohnSusan ForrowBradford D GessnerJames H StarkJeffrey S BrownSarah Pugh
Published in: PloS one (2022)
US claims-based LD case-finding algorithms have used diverse strategies. Only one algorithm was validated, and its performance was poor. Further studies are warranted to assess performance for different algorithm designs and inform efforts to better assess the true burden of LD.
Keyphrases
  • machine learning
  • deep learning
  • healthcare
  • health insurance
  • case control
  • social media