U.S., March 21 -- ClinicalTrials.gov registry received information related to the study (NCT07485946) titled 'Predicting Periodontal Treatment Success Using Machine Learning in Periodontitis Patients' on March 17.
Brief Summary: The aim of this study is to develop a clinical decision-support model capable of predicting the optimal periodontal treatment option at the individual patient level by utilizing a multidimensional dataset composed of clinical periodontal parameters, radiographic findings, implemented treatment modalities, and demographic characteristics. In this context, the study seeks to strengthen personalized treatment planning by identifying the most effective therapeutic approach for individuals presenting for periodontal car...