A CLIP-based chest X-ray classifier enhanced with GMM clustering and triplet loss reports higher AUC, but it is trained on the target dataset rather than being zero-shot.
In: 34th British Machine Vision Conference 2023, BMVC 2023, Aberdeen, UK, November 20-24
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CXR-CML: Improved zero-shot classification of long-tailed multi-label diseases in Chest X-Rays
A CLIP-based chest X-ray classifier enhanced with GMM clustering and triplet loss reports higher AUC, but it is trained on the target dataset rather than being zero-shot.