Causal Graph Neural Networks for Healthcare

arXiv — cs.LGWednesday, November 5, 2025 at 5:00:00 AM
Causal graph neural networks are emerging as a promising solution to the challenges faced by healthcare AI systems. These networks aim to improve performance across institutions by focusing on causal mechanisms rather than just statistical associations, addressing issues like distribution shifts and discrimination in historical data.
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