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.
Artificial intelli- gence revolution in healthcare: transforming diagnosis, treatment, and patient care.Asian Journal of Advances in Research, 7(1):241–263
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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.