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Diagnostic performance of classification trees and hematological functions in hematologic disorders: an application of multidimensional scaling and cluster analysis.

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第一作者： Fakher,Rahim

第一单位： Research Center of Thalassemia and Hemoglobinopathy, Health Research Institute, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran.

作者： Fakher,Rahim ^[1] ; Anoshirvan,Kazemnejad ^[2] ; Mina,Jahangiri ^[3] ; Amal Saki,Malehi ^[4] ; Kimiya,Gohari ^[3]

作者单位： Research Center of Thalassemia and Hemoglobinopathy, Health Research Institute, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran. ^[1] Department of Biostatistics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran. kazem_an@modares.ac.ir. ^[2] Department of Biostatistics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran. ^[3] Research Center of Thalassemia and Hemoglobinopathy, Health Research Institute, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran.;Department of Biostatistics and Epidemiology, Faculty of Health, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran. ^[4]

关键词 C5.0 tree algorithm CRUISE tree algorithm Classification tree algorithms Diagnosis Hematological discrimination indices Iron deficiency anemia (IDA)β‐thalassemia trait (βTT)

医学主题词贫血, 缺铁性(Anemia, Iron-Deficiency);聚类分析(Cluster Analysis);横断面研究(Cross-Sectional Studies);诊断, 鉴别(Diagnosis, Differential);人类(Humans)

DOI 10.1186/s12911-021-01678-5

PMID 34758828

发布时间 2024-04-04

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