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Near-infrared spectroscopy and machine learning algorithms for rapid and non-invasive detection of Trichuris.

Tharanga N KariyawasamSilvia CiocchettaPaul VisendiRicardo J Soares MagalhãesMaxine E SmithPaul R GiacominMaggy T Sikulu-Lord
Published in: PLoS neglected tropical diseases (2023)
To our knowledge, this is the first study to demonstrate the potential of NIRS as a diagnostic tool for human STH infections. The technique could be further developed for large scale surveillance of soil transmitted helminths in human populations.
Keyphrases
  • machine learning
  • endothelial cells
  • induced pluripotent stem cells
  • healthcare
  • pluripotent stem cells
  • public health
  • deep learning
  • human health
  • climate change
  • genetic diversity