Extracting International Classification of Diseases Codes from Clinical Documentation using Large Language Models.
Large language models (LLMs) have shown promise in various professional fields, including medicine and law. However, their performance in highly specialized tasks, such as extracting ICD-10-CM codes from patient notes, remains underexplored.
Author(s): Simmons, Ashley, Takkavatakarn, Kullaya, McDougal, Megan, Dilcher, Brian, Pincavitch, Jami, Meadows, Lukas, Kauffman, Justin, Klang, Eyal, Wig, Rebecca, Smith, Gordon Stephen, Soroush, Ali, Freeman, Robert, Apakama, Donald, Charney, Alexander, Kohli-Seth, Roopa, Nadkarni, Girish, Sakhuja, Ankit
DOI: 10.1055/a-2491-3872