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Evaluation and comparison of automated hematology analyzer, flow cytometry, and digital morphology analyzer for monocyte counting.

Sabrina BuoroV MoioliM SeghezziG PrevitaliM G AlessioR Simon LopezC OrtolaniC OttomanoG Lippi
Published in: International journal of laboratory hematology (2018)
The results of this analytical evaluation suggest that flow cytometry generates monocyte counts suitable for routine clinical use. OM or DI60 analysis may be useful for identifying morphologic abnormalities, but does not achieve a satisfactory level of accuracy for enumerating blood cells types such as monocytes, which are usually very low in peripheral blood.
Keyphrases
  • flow cytometry
  • peripheral blood
  • dendritic cells
  • induced apoptosis
  • machine learning
  • cell cycle arrest
  • deep learning
  • clinical practice
  • pseudomonas aeruginosa
  • clinical evaluation
  • data analysis
  • candida albicans