Thalassemia Screening Based on Hematological Data Using Random Forest and Support Vector Machine Models: A Preliminary Study
Thalassemia is a hereditary blood disorder caused by impaired globin chain synthesis and represents a public health concern due to increasing incidence and mortality. Screening comprises three levels: hematological examination (Level 1), hemoglobin analysis (Level 2), and molecular genetic testing (Level 3). When Level...