OEHR: An Orthopedic Electronic Health Record Dataset (OEHR：骨科电子健康记录数据集)

会议: SIGIR 2024

论文页码: 1126–1135

DOI: 10.1145/3626772.3657885

作者: Yibo Xie, Kaifan Wang, Jiawei Zheng, Feiyan Liu, Xiaoli Wang, Guofeng Huang

英文摘要:

    During the past decades, healthcare institutions continually amassed clinical data that is not intended to support research. Despite the increasing number of publicly available electronic health record (EHR) datasets, it is difficult to find publicly available datasets in Orthopedics that can be used to compare and evaluate downstream tasks. This paper presents OEHR, a healthcare benchmark dataset in Orthopedics, sourced from the EHR of real hospitals. Information available includes patient measurements, diagnoses, treatments, clinical notes, and medical images. OEHR is intended to support clinical research. To evaluate the quality of OEHR, we conduct extensive experiments by implementing state-of-the-art methods for performing downstream tasks. The results show that OEHR serves as a valuable extension to existing publicly available EHR datasets. The dataset is available at http://47.94.174.82/.

中文摘要:

    在过去的几十年里，医疗机构不断积累并非用于支持研究的临床数据。尽管公开的电子健康记录 (EHR) 数据集数量不断增加，但在骨科领域，很难找到可用于比较和评估下游任务的公开数据集。本文介绍了骨科领域医疗保健基准数据集 OEHR，该数据集来源于真实医院的 EHR。可用信息包括患者测量数据、诊断、治疗、临床记录和医学图像。OEHR 旨在支持临床研究。为了评估 OEHR 的质量，我们通过实施最先进的下游任务执行方法进行了广泛的实验。结果表明，OEHR 是对现有公开 EHR 数据集的宝贵扩展。该数据集可在 http://47.94.174.82/ 获取。

图一 OEHR 架构图