A More Accurate Method of Predicting Soft Tissue Changes After Mandibular Setback Surgery

作者：Suh Hee Yeon; Lee Shin Jae^*; Lee Yun Sik; Donatelli Richard E; Wheeler Timothy T; Kim Soo Hwan; Eo Soo Heang; Seo Byoung Moo

来源：Journal of Oral and Maxillofacial Surgery, 2012, 70(10): E553-E562.

DOI：10.1016/j.joms.2012.06.187

Purpose: To propose a more accurate method to predict the soft tissue changes after orthognathic surgery. %26lt;br%26gt;Patients and Methods: The subjects included 69 patients who had undergone surgical correction of Class III mandibular prognathism by mandibular setback. Two multivariate methods of forming prediction equations were examined using 134 predictor and 36 soft tissue response variables: the ordinary least-squares (OLS) and the partial least-squares (PLS) methods. After fitting the equation, the bias and a mean absolute prediction error were calculated. To evaluate the predictive performance of the prediction equations, a 10-fold cross-validation method was used. %26lt;br%26gt;Results: The multivariate PLS method showed significantly better predictive performance than the conventional OLS method. The bias pattern was more favorable and the absolute prediction accuracy was significantly better with the PLS method than with the OLS method. %26lt;br%26gt;Conclusions: The multivariate PLS method was more satisfactory than the conventional OLS method in accurately predicting the soft tissue profile change after Class III mandibular setback surgery.

• 出版日期2012-10