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MIMIC-CXR

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377,110 chest X-ray images from 227,835 studies of 65,379 patients with free-text radiology reports. Largest publicly available chest X-ray dataset with paired image-text data.

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Benchmark Stats

Models3
Papers3
Metrics1

SOTA History

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Visual timeline of state-of-the-art progression over time will appear here.

auroc

auroc

Higher is better

RankModelCodeScorePaper / Source
1chexzero

Zero-shot on MIMIC-CXR test set.

89.2research-paper
2torchxrayvision

Evaluated on MIMIC-CXR labels.

86.3GitHub
3convirt

Contrastive pre-training on paired image-text.

-85.7research-paper
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