What is in a food store name? Leveraging large language models to enhance food environment data
This novel application of an LLM to the enumeration of the food environment allowed for marked gains in efficiency compared to manual, in-person methods, addressing a known challenge to research and operations in a local health department.
Authors
- Mark Torrey
- Aldo Crossa (ORCID: https://orcid.org/0000-0003-3903-3320)
- Rachel Suss
- Analee J. Etheredge (ORCID: https://orcid.org/0000-0001-6102-2754)
- Samuel Hosmer
Institutions
- New York City Department of Health and Mental Hygiene (US)
Publication Details
- Journal
- Frontiers in Artificial Intelligence
- Published
- 2024-12-06
- DOI
- https://doi.org/10.3389/frai.2024.1476950
- Primary Topic
- Nutritional Studies and Diet
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- New York City Department of Health and Mental Hygiene