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Simulating the effect of evaluation unit size on eligibility to stop mass drug administration for lymphatic filariasis in Haiti.

Natalya KostandovaLuccene DesirAbdel N DirenyAlaine Kathryn KnipesJean Frantz LemoineCarl Renand FayetteAmy E KirbyKatherine M Gass
Published in: PLoS neglected tropical diseases (2022)
Our results demonstrate the high potential for misclassification when the average prevalence of lymphatic filariasis in the combined areas differs with regards to the TAS threshold. Of particular concern is the risk of "passing" larger EUs that include focal areas where prevalence is high enough to be potentially self-sustaining. Our results reaffirm the approach that Haiti took in forming smaller EUs. Where baseline or monitoring data show a high or heterogeneous prevalence, programs should leverage alternative strategies like mini-TAS in smaller EUs, or consider gathering additional data through spot check sites to advise EU formation.
Keyphrases
  • risk factors
  • drug administration
  • lymph node
  • electronic health record
  • fine needle aspiration
  • public health
  • big data
  • risk assessment
  • data analysis
  • deep learning