Machine learning approach for differentiating iron deficiency anemia and thalassemia using random forest and gradient boosting algorithms
Abstract Formulas based on red blood cell indices have been used to differentiate between iron deficiency anemia (IDA) and thalassemia (Thal). However, they exhibit varying efficiencies. In this study, we aimed to develop a tool for discriminating between IDA and Thal by using the random forest (RF)...
-д хадгалсан:
| Үндсэн зохиолчид: | , , , |
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| Формат: | Artigo |
| Хэл сонгох: | Inglês |
| Хэвлэсэн: |
Nature Portfolio
2025-05-01
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| Цуврал: | Scientific Reports |
| Нөхцлүүд: | |
| Онлайн хандалт: | https://doi.org/10.1038/s41598-025-01458-5 |
| Шошгууд: |
Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!
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