Thalassemia Dataset

About Dataset - Researchers Information Safa S. Abdul-Jabbar1, Alaa k. Farhan 2 1Computer Science Dept., College of Science for Women, University of Baghdad, Baghdad, Iraq 2Computer Science Dept., University of Technology, Baghdad, Iraq [e-mail] ,2 [e-mail] - Context This is the first Dataset for various thalassemia patients in Iraq. The Dataset contains the HLPC test information for 1073 patients with 12 features for each record that can be used to create a thalassemia Diagnosis system. Also, this Data was collected in 2022 from Hematology Center (Thalassemia) in Ibn Al-Baladi Hospital and can be analyzed using any programming language because it is provided in an excel file that can be accessed and manipulated easily. - Content This Dataset contains 1073 rows. For each row (patient HLPC information), there are 12 columns containing test features that can be described as follows: 1. ID: Patients Identifier 2. Gender: Patient sex (0 for Female and 1 for Male) 3. Age: Patient's age in years 4. MCV: Mean Corpuscular Volume with Normal Ranges 82.5 98 for adults. 5. HGB: Hemoglobin with Normal Ranges: (for Males 13.6 - 16.9, Females 11.9 - 14.8) Grams per deciliter. 6. MCH: Mean Corpuscular Hemoglobin is the average amount of hemoglobin in the average red cell with Normal Ranges (27 – 32) picograms for adults 7. RBC: Red Blood Cell with Normal Ranges: (for Males 4.2 - 5.7, Females 3.8 - 5.0) 10^6/microliter. 8. S: Subunits of HLPC Test with Normal Range =0%. 9. HBA2: Subunits of HLPC Test with Normal Range (1-3) % for adults 10. HBA: Subunits of HLPC Test with Normal Range (> 97) % for adults 11. HBF: Subunits of HLPC Test with Normal Range (<1) % for adults 12. Iron: Iron in Blood cells with Normal Range (60 – 170) micrograms per deciliter - Acknowledgements We thank the entire Ibn Al-Baladi Hospital / Hematology Center team, especially the director of the Hematology Center in Ibn Al-Baladi Hospital, for cooperating with us in collecting this data while maintaining patients' confidentiality.

数据集概述 - 研究者信息：Safa S. Abdul-Jabbar¹、Alaa k. Farhan²
¹伊拉克巴格达大学女子理学院计算机科学系，巴格达
²伊拉克巴格达科技大学计算机科学系
联系邮箱：¹[e-mail]，²[e-mail]

数据集背景
本数据集为伊拉克首例针对各类地中海贫血患者的数据集。数据集收录了1073名患者的高效液相色谱（HLPC）检测信息，每条记录包含12项特征，可用于构建地中海贫血诊断系统。本数据集于2022年从伊拉克伊本·巴拉迪医院血液学中心（地中海贫血专科）采集，以易于访问与操作的Excel文件格式提供，支持任意编程语言开展数据分析。

数据集内容
本数据集共包含1073条记录，每条记录对应一名患者的HLPC检测信息，共包含12项检测特征，具体说明如下：
1. ID：患者唯一标识符
2. 性别：患者性别（0代表女性，1代表男性）
3. 年龄：患者年龄，单位为岁
4. MCV：平均红细胞体积（Mean Corpuscular Volume，MCV），成人正常参考范围为82.5~98 fL
5. HGB：血红蛋白（Hemoglobin，HGB），成人正常参考范围：男性13.6~16.9 g/dL，女性11.9~14.8 g/dL
6. MCH：平均红细胞血红蛋白量（Mean Corpuscular Hemoglobin，MCH），指单个红细胞内平均血红蛋白含量，成人正常参考范围为27~32 pg
7. RBC：红细胞计数（Red Blood Cell，RBC），成人正常参考范围：男性4.2~5.7×10^6/μL，女性3.8~5.0×10^6/μL
8. S：HLPC检测亚基，正常参考范围为0%
9. HBA2：HLPC检测亚基，成人正常参考范围为1%~3%
10. HBA：HLPC检测亚基，成人正常参考范围为>97%
11. HBF：HLPC检测亚基，成人正常参考范围为<1%
12. 铁：血细胞铁含量，正常参考范围为60~170 μg/dL

致谢声明
感谢伊本·巴拉迪医院血液学中心全体团队成员，尤其感谢该中心负责人，在严格保护患者隐私的前提下协助我们完成本数据集的采集工作。

搜集汇总

背景与挑战

背景概述

该数据集包含1073名伊拉克地中海贫血患者的HPLC检测信息，每条记录有12个特征，如ID、性别、年龄、MCV、HGB等，适用于开发诊断系统。数据以Excel格式提供，便于分析和处理。