LTCXNet, an ensemble of ConvNeXt with ML-Decoder and augmentation, modestly raises average precision on the long-tailed Pruned MIMIC-CXR-LT chest X-ray benchmark, especially for rare findings.
A clarification of the nuances in the fairness metrics landscape
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LTCXNet: Advancing Chest X-Ray Analysis with Solutions for Long-Tailed Multi-Label Classification and Fairness Challenges
LTCXNet, an ensemble of ConvNeXt with ML-Decoder and augmentation, modestly raises average precision on the long-tailed Pruned MIMIC-CXR-LT chest X-ray benchmark, especially for rare findings.