An Automated Machine Learning Classifier for Early Childhood Caries.
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
Abstract
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.
Topics & Concepts
MedicineNational Health and Nutrition Examination SurveyEarly childhood cariesDemographicsOral healthDemographyEthnic groupDentistryEnvironmental healthPopulationSociologyAnthropologyDental Health and Care UtilizationOral microbiology and periodontitis researchDental Radiography and Imaging