2 papers
cs.CL2025
Complete Evidence Extraction with Model Ensembles: A Case Study on Medical Coding
Katharina Beckh, Sven Heuser, Stefan Rüping
High-stakes decisions informed by decision support systems require explicit evidence. While prior work focuses on short sufficient evidence, regulatory compliance and medical billi…
cs.CL2025
The Anatomy of Evidence: An Investigation Into Explainable ICD Coding
Katharina Beckh, Elisa Studeny, Sujan Sai Gannamaneni +2
Automatic medical coding has the potential to ease documentation and billing processes. For this task, transparency plays an important role for medical coders and regulatory bodies…