Silin Zhang

An integrated clinical and imaging-based machine learning model to determine the preoperative nature of primary operable parotid tumors.

The results of this study demonstrate that the CatBoost model constructed based on clinical, imaging and laboratory test features exhibits certain auxiliary predictive value in the preoperative assessment of primary operable parotid tumor nature, with its overall performance slightly superior to that of traditional cli...