Medical Event Data Standard (MEDS)

该数据集采用标准化的医疗事件数据格式，可用于机器学习任务中的队列提取。此外，ACES工具还能与ESGPT格式兼容，并允许通过创建直接谓词从原本不支持的数据集中提取信息。该数据集支持分片，能够处理大规模数据集，其任务是在医疗领域中，使用事件流数据来进行机器学习任务的队列提取。

This dataset adopts a standardized medical event data format and is suitable for cohort extraction in machine learning tasks. Additionally, the ACES tool is compatible with the ESGPT format, allowing information extraction from originally unsupported datasets by creating direct predicates. Furthermore, this dataset supports sharding and can handle large-scale datasets, with its targeted application being cohort extraction for machine learning tasks using event stream data in the healthcare field.