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Finding H. pylori in the Fine Print: Evidence-Linked Multi-Agent Case Finding from Gastric Biopsy Reports

arXiv cs.AI · 2026-07-08 Cached

This paper introduces the Nimblemind Multi-Agent System (nMAS) for extracting evidence of H. pylori infection from gastric biopsy reports, achieving 98.61% accuracy across 216 feature-case decisions and demonstrating substantial time savings over manual review.

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