Chest X-ray findings (NIH ChestX-ray14)

imaging

medical-imaging/chest-xray-findings-classification Task: multi-label-classification Visibility: PUBLIC

Overview

Five chest radiograph findings (atelectasis, cardiomegaly, consolidation, edema, pleural effusion) on the official patient-disjoint test split of NIH ChestX-ray14: mean ROC-AUC over the findings for classifiers and image-text models used as is and for logistic probes on frozen image embeddings.

Leaderboard

Ranked results, with their source, uncertainty and floors, the protocol and a sample of the data are on the Leaderboard tab.