Codification of a medical note automated with LLM

Codification of a medical note refers to the process of translating the information contained in patient’s medical records into standardized codes. Those codes are typically used for billing purposes, insurance claims, statistical analysis, research… One of the most widely used coding systems is the International Classification of Diseases (ICD), developed by the World Health Organization. The emergence of Language Model (LLM) has significantly aided in automating this task and with specific fine-tuning, we’ll show how to build efficient models.