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NikaNats / cxr-multilabel-classification

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Multi-label Chest X-ray classification on ChestMNIST using LISA (Language-Invariant Semantic Anchoring) and PaQ (Pathology-as-Query) with conformal safety guarantees, evidential deep learning, and post-hoc calibration.

calibration crc lisa multi-label-classification swa elixr cxr evidential-deep-learning multi-head-self-attention paq radlex medmnistv2 conformal-risk-control semantic-anchoring 2d-rope cb-asl air-calibration
  • Updated Jul 4, 2026
  • Python

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