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.数据集简介 ### 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：[e-mail]，[e-mail] ### 研究背景 本数据集为伊拉克首个面向各类地中海贫血患者的采集数据集。数据集包含1073名患者的高效液相色谱（High-Performance Liquid Chromatography，HLPC）检测信息，每条记录附带12项特征，可用于构建地中海贫血诊断系统。该数据于2022年从伊本·巴拉迪医院血液学中心（地中海贫血专科）采集，以Excel文件格式提供，易于访问与处理，可通过任意编程语言开展分析。 ### 数据内容 本数据集共计1073条记录，每条记录对应一名患者的HLPC检测信息，包含12项检测特征，具体说明如下： 1. ID：患者唯一标识符 2. Gender：患者性别（0代表女性，1代表男性） 3. Age：患者年龄（单位：年） 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 5. HGB：血红蛋白（Hemoglobin，HGB），正常参考范围：男性13.6~16.9克每分升，女性11.9~14.8克每分升 6. MCH：平均红细胞血红蛋白量（Mean Corpuscular Hemoglobin，MCH），成人正常参考范围为27~32皮克 7. RBC：红细胞计数（Red Blood Cell，RBC），正常参考范围：男性4.2~5.7×10^6/微升，女性3.8~5.0×10^6/微升 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. Iron：血液细胞中铁含量，正常参考范围为60~170微克每分升 ### 致谢 谨向伊本·巴拉迪医院血液学中心全体团队，尤其是该中心负责人致以谢意，感谢其在本次数据采集过程中给予的协作，并严格保障患者隐私。