Multiclass classification of thalassemia types using complete blood count and HPLC data with machine learning

Multiclass classification of thalassemia types using complete blood count and HPLC data with machine learning

Abstract Mild to severe anemia is caused by thalassemia, a common genetic disorder affecting over 100 countries worldwide, that results from the abnormality of one or several of the four globin genes. This leads to chronic hemolytic anemia and disrupted synthesis of hemoglobin chains, iron overload,...

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Bibliographic Details
Main Authors: Muhammad Umar Nasir, Muhammad Zubair, Muhammad Tahir Naseem, Tariq Shahzad, Ahmed Saeed, Khan Muhammad Adnan, Amir H. Gandomi
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Alpha thalassemia
Beta thalassemia
Alpha major
Alpha minor
Beta major
Beta minor
Online Access:https://doi.org/10.1038/s41598-025-06594-6
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https://doi.org/10.1038/s41598-025-06594-6

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