An Automated Machine Learning Classifier for Early Childhood Caries.

作者：Deepti Shroff Karhade, Jeffrey Roach, Hunyong Cho, Poojan Shrestha, Di Wu, Miguel Simancas‐Pallares, Kimon Divaris, Apoena Aguiar Ribeiro, Jeannie Ginnis, Zachary J S Burk · 发表于：PubMed · 年份：2025 · DOI：10.17615/ff47-4w84 · 被引用次数：37 · 研究领域：Dental Health and Care Utilization、Oral microbiology and periodontitis research、Dental Radiography and Imaging

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.