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Automated differential diagnosis method for iron deficiency anemia and beta thalassemia trait based on iterative Chi2 feature selector.

Mehmet ErtenTurker Tuncer
Published in: International journal of laboratory hematology (2021)
Our results denoted the success of IChi2-based classification model for diagnosis on the laboratory data set. We have found a new and robust model to differentiate iron deficiency anemia and beta thalassemia trait. This model may be beneficial for rational laboratory use.
Keyphrases
  • iron deficiency
  • machine learning
  • deep learning
  • chronic kidney disease
  • genome wide
  • gene expression
  • computed tomography
  • sickle cell disease
  • magnetic resonance imaging
  • image quality