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Improvement of reverse sequence algorithm for syphilis diagnosis using optimal treponemal screening assay signal-to-cutoff ratio.

Bouchra SerhirAnnie-Claude LabbéFlorence Doualla-BellMarc SimardGilles LambertAnnick TrudelleJean LongtinCécile TremblayClaude Fortin
Published in: PloS one (2018)
Signal-to-cut-off values could be used to identify sera that do not require extra treponemal confirmation for 3 of the 4 most used first-line EIA/CIA kits in Quebec. Using these values in our current reverse screening algorithm (RSA) would avoid the need for confirmatory tests in 14 to 20% of sera, a proportion that could reach 75% among low-titer RPR.
Keyphrases
  • machine learning
  • deep learning
  • human immunodeficiency virus
  • men who have sex with men
  • neural network
  • amino acid
  • hepatitis c virus
  • hiv infected