xpertsystems/hccar005-sample

HCCAR005是一个合成冠状动脉疾病（CAD）数据集（样本预览），由XpertSystems.ai的合成数据工厂创建，专注于医疗/心脏病学领域。这是一个纵向的CAD患者数据集，覆盖从亚临床疾病到急性冠状动脉综合征（ACS）再到血运重建后随访的完整疾病谱。数据集包含150名患者，分为7个CAD阶段（亚临床、稳定型心绞痛、不稳定型心绞痛、NSTEMI、STEMI、PCI术后、CABG术后），每年随访一次，持续10年，产生1,500条就诊级别的记录，每行包含140个特征。特征涵盖CAD解剖结构（如血管狭窄百分比、FFR、SYNTAX评分、斑块负荷）、心绞痛评估（如CCS分级、西雅图心绞痛问卷）、ACS事件（如门到球囊时间、TIMI血流）、生物标志物（如肌钙蛋白、BNP）、干预措施（如PCI、CABG）、影像学（如超声心动图LVEF、CCTA）、药物治疗（如DAPT、他汀类药物）和结局（如MACE、死亡率）。数据集基于多个临床指南和试验进行校准，包括ACC/AHA稳定CAD指南、SYNTAX试验、COURAGE试验等，确保结构保真度。此样本为预览版，完整版包含更多患者和详细数据。

HCCAR005 is a synthetic coronary artery disease (CAD) dataset (sample preview) created by XpertSystems.ais Synthetic Data Factory, focusing on the healthcare/cardiology vertical. It is a longitudinal CAD patient dataset spanning the full spectrum from subclinical disease through acute coronary syndromes (ACS) to post-revascularization follow-up. The dataset includes 150 patients across 7 CAD stages (Subclinical, Stable Angina, Unstable Angina, NSTEMI, STEMI, Post-PCI, Post-CABG), followed annually for 10 years, yielding 1,500 visit-level records with 140 features per row. Features cover CAD anatomy (e.g., vessel stenosis percentage, FFR, SYNTAX score, plaque burden), angina assessment (e.g., CCS class, Seattle Angina Questionnaire), ACS events (e.g., door-to-balloon time, TIMI flow), biomarkers (e.g., troponin, BNP), interventions (e.g., PCI, CABG), imaging (e.g., echocardiography LVEF, CCTA), medications (e.g., DAPT, statins), and outcomes (e.g., MACE, mortality). The dataset is calibrated against multiple clinical guidelines and trials, such as ACC/AHA Stable CAD Guidelines, SYNTAX Trial, and COURAGE Trial, ensuring structural fidelity. This sample is a preview, with the full product covering more patients and extended details.