Prediction of infected pancreatic necrosis in patients with acute necrotizing pancreatitis based on ensemble machine learning model

from Surgical Innovation Podcast · host Dr. Reza Lankarani

By Dr Reza Lankarani, General Surgeon Founder | Surgical Pioneering Newsletter and Podcast Series Editorial Board Member | Genesis Journal of Surgery and Medicine Developed an ensemble machine learning (EL) model (LASSO + Random Forest + SVM) to predict infected pancreatic necrosis (IPN) in acute necrotizing pancreatitis (ANP) patients. https://Surgicalpioneer.codeadx.me

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Prediction of infected pancreatic necrosis in patients with acute necrotizing pancreatitis based on ensemble machine learning model By Dr Reza Lankarani, General Surgeon Founder | Surgical Pioneering Newsletter and Podcast Series Editorial Board Member | Genesis Journal of Surgery and Medicine Developed an ensemble machine learning (EL) model (LASSO + Random Forest + SVM) to predict infected pancreatic necrosis (IPN) in acute necrotizing pancreatitis (ANP) patients. https://Surgicalpioneer.codeadx.me

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Prediction of infected pancreatic necrosis in patients with acute necrotizing pancreatitis based on ensemble machine learning model

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This episode was published on August 9, 2025.

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