Differential diagnostic value of periampullary mass: A nomogram established by random forest based on clinical characteristics and contrast-enhanced ultrasound.

We combined clinical indicators, gray-scale ultrasound characteristics, and CEUS characteristics to build the nomogram, which can be intuitively and accurately used for preoperative malignant prediction of ampullary lesion patients, worthy of clinical generalizability and application.