MIMIC-III - SequenceExamples for TensorFlow modeling
收藏DataCite Commons2021-12-16 更新2025-04-16 收录
下载链接：
https://physionet.org/content/mimic-seqex/
下载链接
链接失效反馈官方服务：
资源简介：
This dataset contains TensorFlow SequenceExamples derived from patient records
in MIMIC-III, a freely available set of deidentified medical records from
critical care patients at Beth Israel Deaconess Medical Center. Each
SequenceExample converts data from an individual patient encounter and any
previous encounters into a set of timestamped "feature lists" describing the
patient history up to a certain time, beyond which predictions can be made.
These data are suitable for direct input into TensorFlow modeling pipelines,
and include labels for inpatient mortality and discharge diagnosis codes for
each encounter. The intent of this release is to provide a preprocessed,
ready-to-use version of MIMIC-III to support and enable reproducible machine
learning research for electronic health records.
提供机构：
PhysioNet
创建时间：
2020-09-26
