Literature DB >> 18192142

A model for automated screening of thalassemia in hematology (math study).

Jerard Kneifati-Hayek1, William Fleischman, Larry H Bernstein, Anthony Riccioli, Rita Bellevue.   

Abstract

BACKGROUND: beta-thalassemia screening is primarily limited to pregnant women. The ratio of the mean corpuscular volume (MCV) and red blood cell count (RBC) can be automatically calculated with any of the newer hematology analyzers.
METHODS: The results of 398 patient screens were collected. Data from the set were divided into training and validation subsets. The Mentzer ratio was determined through a receiver operating characteristic (ROC) curve on the first subset, and screened for thalassemia using the second subset. HgbA2 levels were used to confirm beta-thalassemia.
RESULTS: We determined the correct decision point of the Mentzer index to be a ratio of 20. Physicians can screen patients using this index before further evaluation for beta-thalassemia (P < .05).
CONCLUSION: The proposed method can be implemented by hospitals and laboratories to flag positive matches for further definitive evaluation, and will enable beta-thalassemia screening of a much larger population at little to no additional cost.

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Year:  2007        PMID: 18192142     DOI: 10.1532/LH96.07003

Source DB:  PubMed          Journal:  Lab Hematol        ISSN: 1080-2924


  3 in total

1.  Incidence of congenital hemolytic anemias in young cholelithiasis patients.

Authors:  Ali Ezer; Nurkan Torer; Tarik Zafer Nursal; Ebru Kizilkilic; Kenan Caliskan; Tamer Colakoglu; Gokhan Moray
Journal:  World J Gastroenterol       Date:  2010-11-21       Impact factor: 5.742

2.  Differential diagnostics of Thalassemia Minor by artificial neural networks model.

Authors:  Guy Barnhart-Magen; Victor Gotlib; Rafael Marilus; Yulia Einav
Journal:  J Clin Lab Anal       Date:  2013-11       Impact factor: 2.352

3.  Multivariable discriminant analysis for the differential diagnosis of microcytic anemia.

Authors:  Eloísa Urrechaga; Urko Aguirre; Silvia Izquierdo
Journal:  Anemia       Date:  2013-09-04
  3 in total

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