Basrah Score: a novel machine learning-based score for differentiating iron deficiency anemia and beta thalassemia trait using RBC indices

Basrah Score: a novel machine learning-based score for differentiating iron deficiency anemia and beta thalassemia trait using RBC indices

Iron deficiency anemia (IDA) and beta-thalassemia trait (BTT) are prevalent causes of microcytic anemia, often presenting overlapping hematological features that pose diagnostic challenges and necessitate prompt and precise management. Traditional discrimination indices—such as the Mentzer Index, Ih...

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Bibliographic Details
Main Authors: Salma A. Mahmood, Asaad A. Khalaf, Saad S. Hamadi
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Big Data
Subjects:
beta thalassemia
iron deficiency anemia
Elastic Net Logistic Regression (ENLR)
machine learning discrimination indices
hematological parameters
Online Access:https://www.frontiersin.org/articles/10.3389/fdata.2025.1634133/full
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