Publication detail

Exploring the benefits and challenges of AI-driven large language models in gastroenterology: Think out of the box

KRÁL, J. HRADIŠ, M. BUŽGA, M. KUNOVSKÝ, L.

Original Title

Exploring the benefits and challenges of AI-driven large language models in gastroenterology: Think out of the box

Type

journal article in Web of Science

Language

English

Original Abstract

Artificial Intelligence (AI) has evolved significantly over the past decades, from its early concepts in the 1950s to the present era of deep learning and natural language processing. Advanced large language models (LLMs), such as Chatbot Generative Pre-Trained Transformer (ChatGPT) is trained to generate human-like text responses. This technology has the potential to revolutionize various aspects of gastroenterology, including diagnosis, treatment, education, and The benefits of using LLMs in gastroenterology could include accelerating diagnosis and treatment, providing personalized care, enhancing education and training, assisting in decision-making, and improving communication with patients. However, drawbacks and challenges such as limited AI capability, training on possibly biased data, data errors, security and privacy concerns, and implementation costs must be addressed to ensure the responsible and effective use of this technology. The future of LLMs in gastroenterology relies on the ability to process and analyse large amounts of data, identify patterns, and summarize information and thus assist physicians in creating personalized treatment plans. As AI advances, LLMs will become more accurate and efficient, allowing for faster diagnosis and treatment of gastroenterological conditions. Ensuring effective collaboration between AI developers, healthcare professionals, and regulatory bodies is essential for the responsible and effective use of this technology. By finding the right balance between AI and human expertise and addressing the limitations and risks associated with its use, LLMs can play an increasingly significant role in gastroenterology, contributing to better patient care and supporting doctors in their work.

Keywords

artificial intelligence; large language model; gastroenterology

Authors

KRÁL, J.; HRADIŠ, M.; BUŽGA, M.; KUNOVSKÝ, L.

Released

1. 12. 2024

Publisher

PALACKY UNIV, MEDICAL FAC

Location

OLOMOUC

ISBN

1213-8118

Periodical

Biomedical Papers

Year of study

168

Number

4

State

Czech Republic

Pages from

277

Pages to

283

Pages count

7

URL

https://biomed.papers.upol.cz/pdfs/bio/2024/04/01.pdf

Full text in the Digital Library

http://hdl.handle.net/11012/251910

BibTex

@article{BUT197613,
  author="Jan {Král} and Michal {Hradiš} and Marek {Bužga} and Lumír {Kunovský}",
  title="Exploring the benefits and challenges of AI-driven large language models in gastroenterology: Think out of the box",
  journal="Biomedical Papers",
  year="2024",
  volume="168",
  number="4",
  pages="277--283",
  doi="10.5507/bp.2024.027",
  issn="1213-8118",
  url="https://biomed.papers.upol.cz/pdfs/bio/2024/04/01.pdf"
}