Publicly Available Dental Image Datasets for Artificial Intelligence.

ABSTRACT: The development of artificial intelligence (AI) in dentistry requires large and well-annotated datasets. However, the availability of public dental imaging datasets remains unclear. This study aimed to provide a comprehensive overview of all publicly available dental imaging datasets to address this gap and support AI development. This observational study searched all publicly available dataset resources (academic databases, preprints, and AI challenges), focusing on datasets/articles from 2020 to 2023, with PubMed searches extending back to 2011. We comprehensively searched for dental AI datasets containing images (intraoral photos, scans, radiographs, etc.) using relevant keywords. We included datasets of >50 images obtained from publicly available sources. We extracted dataset character

SUBMITTER: Uribe SE 

PROVIDER: S-EPMC11633071 | biostudies-literature | 2024 Dec

REPOSITORIES: biostudies-literature