Datasets › Clinical Admission Notes from MIMIC-III
Clinical Admission Notes from MIMIC-III
This dataset is created from MIMIC-III (Medical Information Mart for Intensive Care III) and contains simulated patient admission notes. The clinical notes contain information about a patient at admission time to the ICU and are labelled for four outcome prediction tasks: Diagnoses at discharge, procedures performed, in-hospital mortality and length-of-stay.
To obtain the data one first has to gain access to the MIMIC-III dataset and then run the scripts introduced in the linked repository.
Benchmarks archive 2025-07-28
All 4 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 | ||||
|---|---|---|---|---|---|---|
| Length-of-Stay prediction | Clinical Admission Notes from MIMIC-III | CORe AUROC 72.53 | Clinical Outcome Prediction from Admission Notes using... | bvanaken/clinical-outcome-prediction | 3 | Compare |
| Medical Procedure | Clinical Admission Notes from MIMIC-III | CORe AUROC 88.37 | Clinical Outcome Prediction from Admission Notes using... | bvanaken/clinical-outcome-prediction | 3 | Compare |
| Mortality Prediction | Clinical Admission Notes from MIMIC-III | CORe AUROC 84.04 | Clinical Outcome Prediction from Admission Notes using... | bvanaken/clinical-outcome-prediction | 3 | Compare |
| Medical Diagnosis | Clinical Admission Notes from MIMIC-III | CORe AUROC 83.54 | Clinical Outcome Prediction from Admission Notes using... | bvanaken/clinical-outcome-prediction | 2 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper 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 2. The Syntology column is from Syntology's graph (read 2026-09-25), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration | 1 | 11 | 8 Feb 2021 | ran 1 of 1 samples (0 unverified) |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
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
- Clinical Admission Notes from MIMIC-III
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections