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.

Metrics:map, auroc, sensitivity
Paper / WebsiteDownload

auroc

#ModelScorePaper / CodeDate
1
DenseNet-121 (Chest X-ray)Open Source
Research		88.5
kaggle-competition
Dec 2025
2
CheXNetOpen Source
Stanford ML Group		87.2
research-paper
Dec 2025

Other Disease Classification Datasets

ABIDE IABIDE IICheXpertMIMIC-CXRNIH ChestX-ray14VinDr-CXRPadChestCOVID-19 Image Data Collection