Bridging AI and Clinical Reasoning: Abductive Explanations for Alignment on Critical Symptoms
A research paper titled "Bridging AI and Clinical Reasoning: Abductive Explanations for Alignment on Critical Symptoms" was submitted to arXiv, proposing a novel approach using formal abductive explanations to enhance the interpretability and trustworthiness of AI in clinical diagnostics. The method aims to align AI decision-making with clinical frameworks by providing clinically actionable insights while maintaining predictive accuracy. However, the paper has since been withdrawn by its author, Belona Sonna. AI
IMPACT A withdrawn paper on AI clinical reasoning means proposed methods for trustworthy AI diagnostics are not yet available for review or implementation.