The value of CT radiomics combined with deep transfer learning in predicting the nature of gallbladder polypoid lesions.

The machine learning radiomics combined with deep learning model based on enhanced CT proves valuable in predicting the characteristics of cholesterol and adenomatous gallbladder polyps. This approach provides a more reliable basis for preoperative diagnosis and treatment of these conditions.