Development of a Machine Learning Model to Predict Bleed in Esophageal Varices in Compensated Advanced Chronic Liver Disease: A Proof of Concept.

Samagra Agarwal,Sanchit Sharma,Manoj Kumar,Shantan Venishetty,Ankit Bhardwaj,Kanav Kaushal,Srikanth Gopi,Srikant Mohta,Deepak Gunjan,Anoop Saraya,Shiv Kumar Sarin

Journal of Gastroenterology and Hepatology（2021）

引用 13|浏览12

关键词

compensated advanced chronic liver disease,extreme gradient boosting,high-risk varices,machine learning model,SHapley Additive exPlanations,variceal bleeding

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