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Verify-before-you-commit: interpretable AI second opinions for ED differential diagnosis

Year: 2026

Type: preprint

Abstract: Verify live, complete AI second-opinion output before committing to an ED differential diagnosis; compare like-for-like totals and use interpretable explainers. Independent technical note mirroring the canonical version: https://secondopinionfromai.com/blog/verify-before-you-commit-interpretable-ai-second-opinions-for-ed-differential-diagnosis.php

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.23975746

Author: Chapman, Avery

Language: English

Topic: Explainable Artificial Intelligence (XAI)

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

SDG: Good health and well-being

Open Access status: green

OpenAlex ID: W7225338733

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