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。