A Machine Learning-Based Model for Breast Volume Prediction Using Preoperative Anthropometric Measurements.

Background: Accurate assessment of breast volume is helpful in preoperative planning and intraoperative judgment in both cosmetic and reconstructive breast surgery. In this prospective study, a formula was derived using machine learning algorithm (Gradient Boosted Model).

Method: A prospective study was performed on 39 female-to-male transgender patients.