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Closing Ambient Clinical Documentation Gaps with Automated Provider Queries

Provider queries are clarifying requests sent by clinical documentation specialists to physicians to close gaps in the clinical note and ensure accurate billing. Prior work automates note drafting, ICD-10 coding, and order extraction assuming a complete transcript, leaving these gaps unaddressed.

By Joseph Paul Cohen, Raj Shah, Han-Chin Shing, Fang Wang, Susan Nguyen, Chaitanya Shivade, Jack MoriartyarXiv - cs.CL (NLP)

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Originally published by arXiv - cs.CL (NLP) on Oct 7, 2026.

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