An online alpha-thalassemia carrier discrimination model based on random forest and red blood cell parameters for low HbA2 cases
Pinning Feng, Yuzhe Li, Zhihao Liao, Zhenrong Yao, Wenbin Lin, Shuhua Xie, Beini Hu, Chencui Huang, Wei Liu, Hongxu Xu, Min Liu, Wenjia Gan
Topics & Concepts
ThalassemiaRandom forestComputer scienceLinear discriminant analysisBeta thalassemiaArtificial intelligenceDiscriminant function analysisReceiver operating characteristicTest setStatisticsMachine learningPattern recognition (psychology)MedicineMathematicsInternal medicineHemoglobinopathies and Related DisordersDigital Imaging for Blood DiseasesErythropoietin and Anemia Treatment