Datasets › MIMIC-CXR
MIMIC-CXR
MIMIC-CXR from Massachusetts Institute of Technology presents 371,920 chest X-rays associated with 227,943 imaging studies from 65,079 patients. The studies were performed at Beth Israel Deaconess Medical Center in Boston, MA.
Source: Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification Image Source: https://arxiv.org/abs/1901.07042
Benchmarks archive 2025-07-28
All 3 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 | ||||
|---|---|---|---|---|---|---|
| Conditional Text-to-Image Synthesis | MIMIC-CXR | Sana FID (RadDino) 54.22 | CheXGenBench: A Unified Benchmark For Fidelity, Privacy... | Raman1121/CheXGenBench | 13 | Compare |
| Medical Report Generation | MIMIC-CXR | RGRG BLEU-1 37.3 | Interactive and Explainable Region-guided Radiology... | ttanida/rgrg | 2 | Compare |
| Multi-Label Classification | MIMIC-CXR | DensNet121 Average AUC on 14 label 0.8340000000000001 | CheXclusion: Fairness gaps in deep chest X-ray classifiers | LalehSeyyed/CheXclusion | 1 | Compare |
Papers archive 2025-07-28
4 shown of 4 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 240. 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 | |||
|---|---|---|---|---|
| CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs | 1 | 13 | 15 May 2025 | not harvested |
| Structural Entities Extraction and Patient Indications Incorporation for Chest X-ray Report Generation | 1 | 1 | 23 May 2024 | not harvested |
| Interactive and Explainable Region-guided Radiology Report Generation | 1 | 1 | 17 Apr 2023 | ran 0 of 10 samples (10 unverified) |
| CheXclusion: Fairness gaps in deep chest X-ray classifiers | 1 | 1 | 14 Feb 2020 | not harvested |
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
- MIMIC-CXR
1 variant name, as the archive lists them.
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