Anemia Types Classification

CBC data labeled with the diagnosis of Anemia type, The data collected among several CBCs data and diagnosed manually ## Data Dictionary: * HGB: The amount of hemoglobin in the blood, crucial for oxygen transport. * PlT: The number of platelets in the blood, involved in blood clotting. * WBC: The count of white blood cells, vital for immune response. * RBC: The count of red blood cells, responsible for oxygen transport. * MCV (Mean Corpuscular Volume): Average volume of a single red blood cell. * MCH (Mean Corpuscular Hemoglobin): Average amount of hemoglobin per red blood cell. * MCHC (Mean Corpuscular Hemoglobin Concentration): Average concentration of hemoglobin in red blood cells. * PDW: a measurement of the variability in platelet size distribution in the blood * PCT: A procalcitonin test can help your health care provider diagnose if you have sepsis from a bacterial infection or if you have a high risk of developing sepsis * Diagnosis: Anemia type based on the CBC parameters本数据集收录了经血常规（CBC）检测并手动诊断的贫血类型数据，数据来源于多份血常规检测记录。

搜集汇总

背景与挑战

背景概述

该数据集是一个基于全血细胞计数(CBC)数据的贫血类型分类数据集，包含15个血液指标特征和人工诊断的贫血类型标签，适用于医疗健康领域的分类研究。