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A pap-smear analysis tool (PAT) for detection of cervical cancer from pap-smear images.

Wasswa WilliamAndrew WareAnnabella Habinka Basaza-EjiriJohnes Obungoloch
Published in: Biomedical engineering online (2019)
The major contribution of this tool in a cervical cancer screening workflow is that it reduces on the time required by the cytotechnician to screen very many pap-smears by eliminating the obvious normal ones, hence more time can be put on the suspicious slides. The proposed system has the capability of analyzing a full pap-smear slide within 3 min as opposed to the 5-10 min per slide in the manual analysis. The tool presented in this paper is applicable to many pap-smear analysis systems but is particularly pertinent to low-cost systems that should be of significant benefit to developing economies.
Keyphrases
  • pulmonary tuberculosis
  • low cost
  • mycobacterium tuberculosis
  • machine learning
  • high throughput
  • single cell