糖尿病三色管理分析数据

在慢病路径化管理这一场景中，挖掘糖尿病患者的体征信息、生活方式、疾病症状等数据，通过算法测算出糖尿病患者的管理色码和综合管理值。综合管理值可以作为模型辅助医生管理患者，提供异常提醒、智能辅助诊疗以及个性化健康推荐等功能。三色码有助于医生快速识别患者状态，从而制定相应管理方案。1.数据来源：采集医院慢病管理软件中一线医护人员检测设备中的日常检测数据。
2.数据处理：血糖管理值 (BGMV) ：如糖化血红蛋白≤7%，BGMV=1；如7%<糖化血红蛋白<9%,或3.0mmol/L<空腹血糖值<3.9mmol/L，BGMV=2；如糖化血红蛋白>9%，或空腹血糖≥13.9mmol/L，或空腹血糖≤3.0mmol/L，BGMV=3。BMI管理值 (BMIV) ：BMI＞28，BMIV=2；28≥BMI≥24，BMIV=1；BMI＜18.5，BmiV=1；其他情况=0。腰围管理值 (WLV) ：性别男，且腰围≥90，WLV=1；性别女，且腰围≥85，WLV=1；其他情况=0。症状管理值 (SMV) ：无症状=1；'多饮、多食、多尿'=2；其他症状=3。生活习惯值 (LHV) ：吸烟赋分+饮酒赋分+运动赋分。
3.算法分析：采用公式计算健康管理值 (CMV) = αBPV + β(BMIV + WLV + SMV) +γLHV，其中α、β、γ为权重。
4.数据应用: 健康管理值 (CMV)开展管理 (0-10分为绿色，11-20分为黄色，21-30分为红色)。

In the scenario of pathway-based standardized chronic disease management, data including vital signs, lifestyle information, and disease symptoms of diabetic patients are mined, and the management color code and comprehensive management value for diabetic patients are calculated via algorithms. The comprehensive management value can assist doctors in patient management as a model, providing functions such as abnormal reminders, intelligent auxiliary diagnosis and treatment, and personalized health recommendations. The three-color code helps doctors quickly identify the patient's condition and formulate corresponding management plans.
1. Data Source: Daily routine detection data collected from the testing equipment of frontline medical staff in the hospital's chronic disease management software.
2. Data Processing:
Blood Glucose Management Value (BGMV): BGMV = 1 when glycated hemoglobin ≤7%; BGMV = 2 when 7% < glycated hemoglobin <9% or 3.0mmol/L < fasting blood glucose <3.9mmol/L; BGMV = 3 when glycated hemoglobin >9%, fasting blood glucose ≥13.9mmol/L, or fasting blood glucose ≤3.0mmol/L.
Body Mass Index Management Value (BMIV): BMIV = 2 if BMI >28; BMIV = 1 if 28 ≥ BMI ≥24; BMIV = 1 if BMI <18.5; BMIV = 0 for other cases.
Waist Circumference Management Value (WLV): WLV = 1 for male patients with waist circumference ≥90cm, and 1 for female patients with waist circumference ≥85cm; WLV = 0 for other cases.
Symptom Management Value (SMV): SMV = 1 for asymptomatic patients; SMV = 2 for patients presenting with "polydipsia, polyphagia, polyuria"; SMV = 3 for patients with other symptoms.
Lifestyle Habit Value (LHV): LHV = smoking score + drinking score + exercise score.
3. Algorithm Analysis: The health management value (CMV) is calculated using the formula: CMV = αBPV + β(BMIV + WLV + SMV) + γLHV, where α, β, and γ are weight coefficients.
4. Data Application: The health management value (CMV) is used for patient management grading: 0-10 points correspond to green, 11-20 points to yellow, and 21-30 points to red.

搜集汇总

数据集介绍

特点

该数据集为糖尿病三色管理分析数据，包含5011条记录，每季度更新一次。数据字段涵盖患者的体征信息、生活方式和疾病症状等，通过算法计算健康管理值和三色码，辅助医生进行糖尿病患者的慢病路径化管理。