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Research paper on AI clinical reasoning withdrawn from arXiv

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 However, the paper has since been withdrawn by its author, Belona Sonna.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IMPACT A withdrawn paper on AI clinical reasoning means proposed methods for trustworthy AI diagnostics are not yet available for review or implementation.

RANK_REASON The cluster contains a withdrawn academic paper. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Belona Sonna, Alban Grastien ·

    Bridging AI and Clinical Reasoning: Abductive Explanations for Alignment on Critical Symptoms

    arXiv:2602.13985v2 Announce Type: replace Abstract: Artificial intelligence (AI) has demonstrated strong potential in clinical diagnostics, often achieving accuracy comparable to or exceeding that of human experts. A key challenge, however, is that AI reasoning frequently diverge…