遇见数据集

CAIR-CVD-2025: An Extensive Cardiovascular Disease Risk Assessment Dataset from Bangladesh

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Mendeley Data2026-04-18 收录
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This dataset comprises 1,529 patient samples collected from Jamalpur Medical College Hospital, Jamalpur, Bangladesh, from January 20, 2024, to January 1, 2025. The data were gathered following ethical guidelines, ensuring patient confidentiality and informed consent. The dataset provides a comprehensive collection of demographic, anthropometric, clinical, biochemical, and lifestyle parameters essential for assessing cardiovascular disease (CVD) risk and overall patient health. The dataset includes a wide range of variables critical for CVD risk estimation, including basic demographic information, anthropometric measurements, clinical values, biochemical markers, and lifestyle factors. These variables are crucial for identifying risk factors, understanding disease progression, and developing preventive health strategies. Clinical Parameters Included: Sex: Male or Female. Age: Patient’s age (in years). Weight (kg): Patient’s weight in kilograms. Height (m): Patient’s height in meters. BMI: Body Mass Index, calculated from weight and height. Abdominal Circumference (cm): Measurement of abdominal girth. BP: Blood pressure readings. Total Cholesterol: Total cholesterol levels in the blood. HDL: High-density lipoprotein levels. Fasting Blood Sugar: Blood glucose levels after fasting. Smoking Status: Indicates whether the patient is a smoker. Diabetes Status: Indicates whether the patient has diabetes. Physical Activity Level: Level of physical activity. Family History of CVD: Indicates if there is a family history of cardiovascular diseases. CVD Risk Level: Classification of the patient’s CVD risk level. Height (cm): Patient’s height in centimeters. Waist-to-Height Ratio: Ratio of waist circumference to height. Systolic BP: Systolic blood pressure. Diastolic BP: Diastolic blood pressure. Blood Pressure Category: Classification of blood pressure levels. Estimated LDL: Estimated low-density lipoprotein levels. CVD Risk Score: Numerical score representing the patient’s CVD risk. Dataset Structure Format: CSV Rows: 1,529 (individual patient records) Columns: 22 (including demographic, clinical, and lifestyle characteristics) N.B. The data collection process was supported by the Cognitive AI & Informatics Research Lab (CAIR Lab), ensuring rigorous quality assessment and validation of the dataset.

本数据集共收录1529份患者样本,采集自孟加拉国贾马尔普尔医学院附属医院(Jamalpur Medical College Hospital),采集时段为2024年1月20日至2025年1月1日。数据采集严格遵循伦理规范,充分保障患者隐私与知情同意权。本数据集涵盖人口统计学、人体测量学、临床、生化及生活方式等多维度参数,可用于评估心血管疾病(CVD)风险与患者整体健康状况。 本数据集包含多项用于心血管疾病风险评估的关键变量,涵盖基础人口统计学信息、人体测量指标、临床检测值、生化标志物及生活方式因素。上述变量对于识别风险因素、解析疾病进展及制定预防性健康策略具有重要价值。 纳入的临床参数如下: 性别:男/女。 年龄:患者年龄(单位:岁)。 体重(kg):患者体重,单位为千克。 身高(m):患者身高,单位为米。 身体质量指数(BMI):由体重与身高计算得出的体质指数。 腹围(cm):腹部周长测量值。 血压(BP):血压读数。 总胆固醇:血液总胆固醇水平。 高密度脂蛋白(HDL):高密度脂蛋白水平。 空腹血糖:空腹状态下的血糖水平。 吸烟状态:标注患者是否吸烟。 糖尿病状态:标注患者是否患有糖尿病。 体力活动水平:患者的体力活动等级。 心血管疾病家族史:标注患者是否存在心血管疾病家族史。 心血管疾病风险等级:患者心血管疾病风险的分类结果。 身高(cm):患者身高,单位为厘米。 腰围身高比:腰围与身高的比值。 收缩压:收缩压数值。 舒张压:舒张压数值。 血压分级:血压水平的分类结果。 估算低密度脂蛋白(LDL):估算的低密度脂蛋白水平。 心血管疾病风险评分:代表患者心血管疾病风险的量化评分。 数据集结构 格式:逗号分隔值(CSV)文件 行数:1529行(对应每份独立患者记录) 列数:22列(涵盖人口统计学、临床及生活方式特征) 注:本数据采集工作由认知人工智能与信息学研究实验室(Cognitive AI & Informatics Research Lab, CAIR Lab)支持,确保数据集经过严格的质量评估与验证。

创建时间:
2025-03-03
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