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Bayesian estimation of qPCR and bacterial culture accuracy for detection of bovine coagulase-negative staphylococci from milk and teat apex at different test cut-off points.

Yasser S MahmmodL SvennesenJ KatholmK PedersenI C Klaas
Published in: Journal of applied microbiology (2019)
We reported, for the first time, the diagnostic performance of new mastitis technology (Mastit4 PCR) and culture for detection of CNS in milk and nonmilk samples in dairy herds with automatic milking systems. Our findings will improve the interpretation of the test results of culture and qPCR assay and subsequently, will strengthen the control of IMI with CNS in dairy cows.
Keyphrases
  • dairy cows
  • real time pcr
  • loop mediated isothermal amplification
  • blood brain barrier
  • label free
  • machine learning
  • deep learning
  • antimicrobial resistance
  • quantum dots
  • neural network