Assessment of GastroGPT: A Gastroenterology-Specific Language Model for Hepatocellular Carcinoma Management

Şimşek C., Üçdal M. T., Balaban H. Y.

AMERICAN JOURNAL OF GASTROENTEROLOGY, vol.119, no.10s, pp.1455, 2024 (SCI-Expanded)

  • Publication Type: Article / Article
  • Volume: 119 Issue: 10s
  • Publication Date: 2024
  • Doi Number: 10.14309/01.ajg.0001037508.32896.05
  • Journal Name: AMERICAN JOURNAL OF GASTROENTEROLOGY
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus, Academic Search Premier, BIOSIS, CAB Abstracts, EMBASE
  • Page Numbers: pp.1455
  • Hacettepe University Affiliated: Yes

Abstract

The care of hepatocellular carcinoma (HCC) is complex and requires multisciplinary expertise. Artificial intelligence, in particular large language models can be utilized to standardize and democratize care. This study aimed to compare the performance of a domain-specific language model, GastroGPT, with a general-purpose language model (ChatGPT), and attending physician notes in the management of patients HCC in various clinical scenarios using real life data.