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cs.AI2026
Symphony for Medical Coding: A Next-Generation Agentic System for Scalable and Explainable Medical Coding
Joakim Edin, Andreas Motzfeldt, Simon Flachs +1
Medical coding translates free-text clinical documentation into standardized codes drawn from classification systems that contain tens of thousands of entries and are updated annua…
cs.LG2026
A medical coding language model trained on clinical narratives from a population-wide cohort of 1.8 million patients
Joakim Edin, Sedrah Butt Balaganeshan, Annike Kjølby Kristensen +3
Medical coding translates clinical documentation into standardized codes for billing, research, and public health, but manual coding is time-consuming and error-prone. Existing aut…