Disease Classification2018en
RSNA Pneumonia Detection Challenge
30,000 frontal chest radiographs with bounding boxes for pneumonia detection. From 2018 RSNA Kaggle competition. Tests both classification and localization.
auroc
| # | Model | Score | Paper / Code | Date |
|---|---|---|---|---|
| 1 | DenseNet-121 (Chest X-ray)Open Source Research | 88.5 | Dec 2025 | |
| 2 | RAD-DINOOpen Source Microsoft | 88.4 | Jan 2024 | |
| 3 | CheXNetOpen Source Stanford ML Group | 87.2 | Dec 2025 |
Related Papers1
Exploring Scalable Medical Image Encoders Beyond Text Supervision
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