Beyond Sugar: Nutrient Patterns and Dental Caries Risk in US Children Using Explainable Machine Learning

Authors

Sydney M. Sorensen, Roseman University of Health SciencesFollow
Bailey Axelrad, Roseman University of Health SciencesFollow
Shilpa Bhandi, Roseman University of Health SciencesFollow
Frank W. Licari, Roseman University of Health SciencesFollow
Shankargouda Patil, Roseman University of Health SciencesFollow

Disciplines

Pediatric Dentistry and Pedodontics

Keywords

Dental Caries Risk; Early childhood caries; Machine Learning; Nutrient Patterns

Document Type

Poster

Recommended Citation

Sorensen, Sydney M.; Axelrad, Bailey; Bhandi, Shilpa; Licari, Frank W.; and Patil, Shankargouda, "Beyond Sugar: Nutrient Patterns and Dental Caries Risk in US Children Using Explainable Machine Learning" (2026). Annual Research Symposium. 3.
https://ecommons.roseman.edu/researchsymposium/2026/public_health/3