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CIN2 + detection in high-risk HPV patients with no or minor cervical cytologic abnormalities: a clinical approach validated by machine learning.

Julia WittenbornTomas KupecSéverine IborraLaila NajjariLieven N KennesElmar Stickeler
Published in: Archives of gynecology and obstetrics (2023)
In the collective of hrHPV patients with no or minor cytologic abnormalities, the result of colposcopy and HPV PCR status are key predictors for the detection of CIN2 + with a monotonously decreasing risk for CIN2 + from hrHPV category 1a to 3.
Keyphrases
  • real time pcr
  • machine learning
  • high grade
  • loop mediated isothermal amplification
  • label free
  • deep learning
  • sensitive detection
  • quantum dots