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
Variants: MIMIC-CXR
This dataset is used in 2 benchmarks:
| Task | Model | Paper | Date |
|---|---|---|---|
| Medical Report Generation | SEI-1 | Structural Entities Extraction and Patient … | 2024-05-23 |
| Medical Report Generation | RGRG | Interactive and Explainable Region-guided Radiology … | 2023-04-17 |
| Multi-Label Classification | DensNet121 | CheXclusion: Fairness gaps in deep … | 2020-02-14 |
Recent papers with results on this dataset: