Affiliated Hospital of North Sichuan Medical College

Preoperative enhanced CT lymph node parameters and postoperative pathology for predicting regional control failure after neck dissection for oral cancer

Background Regional control failure (RCF) after neck dissection (ND) remains a major determinant of poor survival in oral squamous cell carcinoma (OSCC). The objective of this research was to devise and confirm a combined predictive model incorporating preoperative contrast-enhan...

A machine learning model based on mPASS and imaging features for early assessment of clinically relevant outcomes in acute pancreatitis

To develop and validate a machine learning (ML) model based on the modified pancreatitis activity scoring system (mPASS) and imaging features for the early assessment of multiple clinically relevant outcomes in acute pancreatitis (AP). A retrospective cohort of 420 AP patients wa...