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Updated: Sep 14, 2025

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使用全血细胞计和HPLC数据与机器学习的thalassemia类型的多类分类

Muhammad Umar Nasir1,2,3, Muhammad Zubair1, Muhammad Tahir Naseem4

  • 1Faculty of Computing, Riphah International University, Islamabad, Pakistan.

Scientific reports
|July 21, 2025
PubMed
概括

机器学习模型使用CBC和HPLC数据有效检测alpha和beta-thalassemia. 极端梯度增强 (XGBoost) 显示精度超过99%,为巴基斯坦的沙拉西米亚诊断提供了宝贵的工具.

关键词:
阿尔法主要的阿尔法主要.一个小的阿尔法.阿尔法沙拉西米亚的病例贝塔主要的贝塔主要.贝塔小Beta小Beta小Beta小Beta贝塔沙拉西米亚 贝塔沙拉西米亚完整血清 (CBC) 是指血液中的所有部分.高性能液体色谱 (HPLC) 是一种高性能液体色谱.在 KNN KNN 标签上.在SVM中,SVM是SVM.在XGBoost中使用.

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