Beyond the AJR: Toward Large Language Models for Radiology Decision-Making in the Emergency Department

Marc D Succi^{1

2

3

4

5}, Arya S Rao^{1

2}

Affiliations

¹ Harvard Medical School, Boston, MA.
² Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Mass General Brigham, Boston, MA.
³ Innovation Office, Mass General Brigham, Boston, MA.
⁴ Enterprise Radiology, Mass General Brigham, Boston, MA.
⁵ Department of Radiology, Massachusetts General Hospital, 55 Fruit St, Boston, MA 02114.

Comment

Marc D Succi et al. AJR Am J Roentgenol. 2025 Jul.

. 2025 Jul;225(1):e2432465.

doi: 10.2214/AJR.24.32465. Epub 2025 Jul 16.

Marc D Succi^{1

2

3

4

5}, Arya S Rao^{1

2}

¹ Harvard Medical School, Boston, MA.
² Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Mass General Brigham, Boston, MA.
³ Innovation Office, Mass General Brigham, Boston, MA.
⁴ Enterprise Radiology, Mass General Brigham, Boston, MA.
⁵ Department of Radiology, Massachusetts General Hospital, 55 Fruit St, Boston, MA 02114.

No abstract available

Comment on

Evaluating the use of large language models to provide clinical recommendations in the Emergency Department.
Williams CYK, Miao BY, Kornblith AE, Butte AJ. Williams CYK, et al. Nat Commun. 2024 Oct 8;15(1):8236. doi: 10.1038/s41467-024-52415-1. Nat Commun. 2024. PMID: 39379357 Free PMC article.