Accurate drug name identification is vital for patient safety. Testing GPT-4o with Langtest, which offers a drug_generic_to_brand conversion test, identified potential errors where the model predicts incorrect drug names when drug brand names are replaced by drug ingredients or the other way around. This underscores the need for ongoing refinement and rigorous testing to ensure medical LLM’s accuracy and reliability.
Accurate drug name identification is vital for patient safety. Testing GPT-4o with Langtest, which offers a drug_generic_to_brand conversion test, identified potential errors where the model predicts incorrect drug names when drug brand names are replaced by drug ingredients or the other way around. This underscores the need for ongoing refinement and rigorous testing to ensure medical LLM’s accuracy and reliability.
link: Ensuring Precision of LLMs in Medical Domain: The Challenge of Drug Name Swapping