5 papers
Symphony for Speech-to-Text: Supporting Real-Time Medical Voice Interfaces
Arne Nix, Robert James, Lasse Borgholt +6
After decades of use in dictation and, more recently, ambient documentation, speech is emerging as a primary modality for interacting with technology and AI in healthcare. Yet medi…
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…
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…
Code Like Humans: A Multi-Agent Solution for Medical Coding
Andreas Motzfeldt, Joakim Edin, Casper L. Christensen +3
In medical coding, experts map unstructured clinical notes to alphanumeric codes for diagnoses and procedures. We introduce Code Like Humans: a new agentic framework for medical co…
FactsR: A Safer Method for Producing High Quality Healthcare Documentation
Victor Petrén Bach Hansen, Lasse Krogsbøll, Jonas Lyngsø +4
There are now a multitude of AI-scribing solutions for healthcare promising the utilization of large language models for ambient documentation. However, these AI scribes still rely…