Datasets › eICU-CRD
eICU-CRD (eICU Collaborative Research Database)
The eICU Collaborative Research Database is a large multi-center critical care database made available by Philips Healthcare in partnership with the MIT Laboratory for Computational Physiology.
The eICU Collaborative Research Database holds data associated with over 200,000 patient stays, providing a large sample size for research studies.
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Time Series Clustering | eICU Collaborative Research Database | SOM-VAE-prob NMI (physiology_6_hours) 0.0474 | SOM-VAE: Interpretable Discrete Representation Learning... | ratschlab/SOM-VAE +5 | 3 | Compare |
| Predicting Patient Outcomes | eICU Collaborative Research Database | Temporal Pointwise Convolution Kappa 0.58 | Temporal Pointwise Convolutional Networks for Length of... | EmmaRocheteau/eICU-LoS-prediction | 1 | Compare |
Papers archive 2025-07-28
2 shown of 2 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 4. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit | 1 | 1 | 18 Jul 2020 | not harvested |
| SOM-VAE: Interpretable Discrete Representation Learning on Time Series | 6 | 2 | 6 Jun 2018 | ran 0 of 6 samples (6 unverified) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- eICU-CRD
1 variant name, as the archive lists them.
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