Development of a preoperative prediction model for neoplastic polyps of the gallbladder based on a convolutional neural network model using ultrasonic images

The CNN model, which is based on ultrasound images, has demonstrated relatively good predictive performance in preoperatively identifying neoplastic polyps and is highly important for assisting in the selection of treatment methods for PLG patients.