Prediction Model for Early Biliary Stasis After Bariatric Surgery

Research on the Prediction Model for Early Biliary Stasis After Bariatric Surgery Based on Machine Learning Algorithms

Developing and validating a predictive model to estimate the risk of early biliary stasis following bariatric surgery

This study aims to create and validate a model that predicts the likelihood of early biliary stasis in obese patients following bariatric surgery (sleeve gastrectomy and Roux-en-Y gastric bypass)

Inclusion Criteria:

1. BMI ≥32.5 kg/m2 with one or more obesity-related comorbidities.
2. BMI >35 kg/m2 without coexisting medical problems
3. complete preoperative and follow-up data.

Exclusion Criteria:

1. other bariatric procedures.
2. contraindications for bariatric surgery.