From Image to Chairside Decision-Making: Unsupervised Morphological Clustering of Carious Lesions Aligned with Clinical Severity

Authors

Bailey Axelrad, Roseman University of Health SciencesFollow
shilpa bhandi, Roseman University of Health Sciences
shankargouda patil, Roseman University of Health Sciences
Sydney Sorensen, Roseman University of Health SciencesFollow

Disciplines

Oral Biology and Oral Pathology

Keywords

dental caries; intraoral photography; unsupervised clustering; lesion morphology;

Document Type

Poster

Recommended Citation

Axelrad, Bailey; bhandi, shilpa; patil, shankargouda; and Sorensen, Sydney, "From Image to Chairside Decision-Making: Unsupervised Morphological Clustering of Carious Lesions Aligned with Clinical Severity" (2026). Annual Research Symposium. 1.
https://ecommons.roseman.edu/researchsymposium/2026/clinical/1