XpertCausal improves chest X-ray pathology classification by modeling causal pathology-to-concept relationships via noisy-OR and Bayesian inference, constrained by radiologist-curated associations.
A probabilistic reformu- lation of the quick medical reference system.Proceedings / the
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Radiologist-Guided Causal Concept Bottleneck Models for Chest X-Ray Interpretation
XpertCausal improves chest X-ray pathology classification by modeling causal pathology-to-concept relationships via noisy-OR and Bayesian inference, constrained by radiologist-curated associations.