EHRSHOT
收藏DataCite Commons2026-04-30 更新2026-05-05 收录
下载链接：
https://stanford.redivis.com/datasets/6aj5-05w5awaxd?v=1.0
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资源简介：
EHRSHOT is a benchmark dataset of structured electronic health record data (i.e., no images or clinical text) for 6712 patients. EHRShot contains a total of 39.2 million observations (diagnoses, procedures, medications, lab results, etc.) and 893,773 unique visits. All data is sourced from Stanford’s STARR-OMOP database and is fully deidentified. Unlike most EHR research datasets, EHRSHOT is not restricted to ED/ICU visits and includes longitudinal patient data for all hospital encounter types.
EHRSHOT targets the few-shot evaluation of foundation models and includes 15 classification tasks (such as 30-day readmission, abnormal lab value prediction, and chest X-ray finding prediction).
Please see our Github repo to obtain code for loading the dataset and running a set of pre-trained baseline models:https://github.com/som-shahlab/ehrshot-benchmark
提供机构：
Redivis
创建时间：
2026-04-23
