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cs.CL2026
RASC+: Retrieval-Constrained LLM Adjudication for Clinical Value Set Authoring
Sumit Mukherjee
Clinical value sets define the standardized terminology codes used in quality measurement, phenotyping, cohort construction, and clinical decision support. The recently introduced…
cs.CL2026
Retrieve, Then Classify: Corpus-Grounded Automation of Clinical Value Set Authoring
Sumit Mukherjee, Juan Shu, Nairwita Mazumder +4
Clinical value set authoring -- the task of identifying all codes in a standardized vocabulary that define a clinical concept -- is a recurring bottleneck in clinical quality measu…