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Table 4 Candidate Models for CR-POPF Prediction

From: Machine learning-based prediction of postoperative pancreatic fistula after laparoscopic pancreaticoduodenectomy

Model

Variables

Model 1

Age + Gender + BMI + Hypertension + Diabetes + Hb + WBC + ALB + PLT

Model 2

Age + Gender + BMI + Hypertension + Diabetes + Operation Duration + Pathological Diagnosis + Pancreas Texture + Pancreatic Duct Diameter

Model 3

Age + Gender + BMI + Hypertension + Diabetes + LYMPH% + WBC + MONO% + NEUT + LYMPH + MONO

Model 4

Age + Gender + BMI + Hypertension + Diabetes + HGB + PLT + ALT + AST

Model 5

Age + Gender + BMI + Hypertension + Diabetes + SCR + BUN + TBIL

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BMC Surgery

ISSN: 1471-2482

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