electricsheepafrica/african-hypertension-cvd-dataset

非洲高血压与心血管疾病合成数据集，用于撒哈拉以南非洲地区的高血压和心血管疾病建模。该数据集包含了21,000个样本，涵盖了社区筛查、城市高风险人群和心血管事件预测等多种配置。数据集考虑了多种风险因素，如肥胖、年龄、家族史、高盐摄入、糖尿病、身体不活跃等，以及心血管事件如中风、心肌梗死和心力衰竭。数据集预期在高血压预测方面的AUC-ROC值大于0.82，在心血管疾病风险预测方面的AUC-ROC值大于0.80。

African Hypertension & Cardiovascular Disease Synthetic Dataset for modeling hypertension and cardiovascular diseases in Sub-Saharan Africa. The dataset includes 21,000 samples and covers configurations for community screening, urban high-risk populations, and cardiovascular event prediction. It takes into account various risk factors such as obesity, age, family history, high salt intake, diabetes, physical inactivity, and cardiovascular events like stroke, myocardial infarction, and heart failure. The dataset is expected to achieve an AUC-ROC of >0.82 for hypertension prediction and >0.80 for CVD risk prediction.