Key points are not available for this paper at this time.
Parsimonious automated machine learning early childhood caries classifiers, including single-item self-reports, can be valuable for ECC screening. The classifier can accommodate biological information that can help improve its performance in the future.
Karhade et al. (2025) studied this question.