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,...
Saved in:
| 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: | |
| Online Access: | https://doi.org/10.1038/s41598-025-06594-6 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Effect of sex class on the levels of some biochemical variables in thalassemia patients
by: Khalaf N. Mohammed, et al.
Published: (2019-11-01) -
Thalassemia
by: Tekin Aksu, et al.
Published: (2021-03-01) -
A Comparative Study of Liver and Kidney Function Indicators in Patients with Beta-thalassemia Major and Beta-thalassemia Trait
by: Enaam AL-Dagestani, et al.
Published: (2025-06-01) -
Thalassemia carrier detection among pregnant women
by: Edhyana Sahiratmadja, et al.
Published: (2021-01-01) -
Depression in adolescents with beta-thalassemia major in Erbil city-Iraq
by: Liqaa Habeeb Yousif, et al.
Published: (2023-06-01)