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xpertsystems/hccar008-sample

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Hugging Face2026-05-26 更新2026-05-31 收录
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https://hf-mirror.com/datasets/xpertsystems/hccar008-sample
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资源简介:
HC-CAR-008 — 先天性心脏病(CHD)合成队列样本数据集,来自XpertSystems.ai合成数据工厂的心脏病垂直领域。这是一个完全合成的儿科和成人先天性心脏病患者队列,涵盖全生命周期:产前诊断、缺陷分类(14种病变类型,从简单的ASD/VSD到危重的HLHS)、手术和导管干预(STS-CHSD STAT 1-5死亡率分层)、多模态影像学(超声心动图+心脏磁共振)、电生理学、功能能力(NYHA/CPET/6MWT)、生物标志物(BNP、NT-proBNP、肌钙蛋白、血红蛋白、铁蛋白、GFR、白蛋白、Fontan相关肝病的肝脏硬度)、长期结果(Fontan衰竭、心脏移植、中风、心内膜炎)以及ROPAC风格的妊娠结果。数据集设计为可直接用于分析、建模、演示和教育,同时保持100%合成——无真实患者数据、无PHI、无重新识别风险。

HC-CAR-008 — Congenital Heart Disease (CHD) Synthetic Cohort sample dataset from the XpertSystems.ai Synthetic Data Factory — Cardiology vertical. A fully synthetic cohort of pediatric and adult congenital heart disease patients spanning the full lifecycle: prenatal diagnosis, defect classification (14 lesion types from simple ASD/VSD through critical HLHS), surgical and catheter-based interventions (STS-CHSD STAT 1–5 mortality stratification), multimodality imaging (Echo + CMR), electrophysiology, functional capacity (NYHA / CPET / 6MWT), biomarkers (BNP, NT-proBNP, troponin, hemoglobin, ferritin, GFR, albumin, liver stiffness for Fontan-associated liver disease), long-term outcomes (Fontan failure, heart transplant, stroke, endocarditis), and ROPAC-style pregnancy outcomes. Built to be drop-in usable for analytics, modeling, demos, and education while remaining 100% synthetic — no real patient data, no PHI, no re-identification risk.
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xpertsystems
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