Guidelines for Reporting Studies on Large Language Models in Radiology: An International Delphi Expert Survey

Jonathan Kottlors; Andra-Iza Iuga; Christian Blüthgen; Keno Bressem; Jakob Nikolas Kather; Linda Moy; Christoph Wald; Wei Wang; Tianming Liu; Erik Ranschaert; Thomas Dratsch; J Kleesiek; Roman Johannes Gertz; Pranav Rajpurkar; Arash Bedayat; Matthias A. Fink; Almut Zeeck; Akshay Chaudhari; Tarik K. Alkasab; Honghan Wu; Felix Nensa; Benyou Wang; Nils Große Hokamp; Kai Roman Laukamp; T Persigehl; David Maintz; H. Scharr; Simon Lennartz

doi:10.1148/radiol.250913

Key Points

This research aims to establish clear guidelines for reporting studies involving large language models in the field of radiology.
Conducted an international Delphi survey with multidisciplinary experts.
Gathered consensus opinions on reporting standards.
Analyzed feedback to develop comprehensive guidelines.
Identified key areas where standardization is needed in reporting.
Consensus on best practices was achieved for reproducibility and comparability.
Guidelines will support better clinical translation of large language models.

Ask about this paper

Answers are grounded in this paper and cite their sources.

Implication

Expert consensus guides improved reporting standards in radiology studies involving large language models, enhancing clinical utility.

Abstract

This article provides guidelines for reporting studies on large language models in radiology based on multidisciplinary expert consensus to enhance reporting standards and improve reproducibility, comparability, and clinical translation.

Discussion

No takes yet. Share an insight, caveat, or question.

Cite This Study

Kottlors et al. (2026) studied this question.

synapsesocial.com/papers/69843553f1d9ada3c1fb3f28 https://doi.org/10.1148/radiol.250913

View at Publisher

Ask AI

Bookmark

Share

Guidelines for Reporting Studies on Large Language Models in Radiology: An International Delphi Expert Survey

Key Points

Ask about this paper

Implication

Abstract

Discussion

Cite This Study

Guidelines for Reporting Studies on Large Language Models in Radiology: An International Delphi Expert Survey

Key Points

Ask about this paper

Implication

Abstract

Discussion

Cite This Study

Keep reading

Keep reading