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Prospective evaluation of a rapid diagnostic test for Trypanosoma brucei gambiense infection developed using recombinant antigens.

Crispin LumbalaSylvain BiélerSimon KayembeJacquies MakabuzaStefano OngarelloJoseph Mathu Ndung'u
Published in: PLoS neglected tropical diseases (2018)
The recombinant antigen-based RDT was more sensitive than, and as specific as, the SD BIOLINE HAT. It was as sensitive as, but slightly less specific than CATT. While the practicality and cost-effectiveness of algorithms including several screening tests would need to be investigated, using two or more tests appears to enhance sensitivity of diagnostic algorithms, although some decrease in specificity is observed as well.
Keyphrases
  • machine learning
  • deep learning
  • high resolution
  • mass spectrometry
  • single molecule