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Use of Sysmex XN-10 red blood cell parameters for screening of hereditary red blood cell diseases and iron deficiency anaemia.

Vanessa NivaggioniLakhdar BouricheSylvie CoitoAnne-Sophie Le FlochManal Ibrahim-KostaCaroline LeonnetIsabelle ArnouxMarie Loosveld
Published in: International journal of laboratory hematology (2020)
Based on the XN-10 RBC and reticulocyte parameters, we propose a two-step decision tree delivering a good prediction and classification of hereditary RBC diseases. These results can be used to optimize additional reticulocyte analysis and microscopy review.
Keyphrases
  • red blood cell
  • iron deficiency
  • machine learning
  • high resolution
  • deep learning
  • single molecule
  • high throughput
  • optical coherence tomography
  • decision making
  • single cell