Researchers from the Mayo Clinic and University of Illinois Urbana-Champaign developed DRG-LLaMA, a tool designed for healthcare professionals involved in hospital billing and coding. DRG-LLaMA is an advanced large language model fine-tuned on clinical notes to improve the assignment of Diagnosis-Related Groups (DRGs) in the United States inpatient payment system. The model improves DRG assignment by analyzing patient discharge summaries to predict DRGs and their components, achieving higher accuracy than previous methods used for this task
Observatory of Examples of How Open Data and Generative AI Intersect
A growing observatory of examples of how open data from official sources and generative artificial intelligence (AI) are intersecting across domains and geographies.
Share your project for inclusion. We seek to learn from generative AI initiatives that use open government and research data across a Spectrum of Scenarios. More information on each scenario can be found in our report: A Fourth Wave of Open Data? Exploring the Spectrum of Scenarios for Open Data and Generative AI.