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Development and validation of machine learning models to predict gastrointestinal leak and venous thromboembolism after weight loss surgery: an analysis of the MBSAQIP database

Jacob Nudel, Andrew Bishara, Susanna W.L. de Geus, Prasad Patil, Jayakanth Srinivasan, Donald T. Hess, Jonathan Woodson

2020Surgical Endoscopy85 citationsDOIOpen Access PDF

Topics & Concepts

MedicineLeakLogistic regressionReceiver operating characteristicSurgeryArea under the curveAbdominal surgeryInternal medicineEnvironmental engineeringEngineeringVenous Thromboembolism Diagnosis and ManagementBariatric Surgery and OutcomesHemodynamic Monitoring and Therapy
Development and validation of machine learning models to predict gastrointestinal leak and venous thromboembolism after weight loss surgery: an analysis of the MBSAQIP database | Litcius