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

BMC Surgery

Table 3 Multivariate Logistic Regression Analysis

Risk Factor	B	Odds Ratio(OR)	95%CI	P-value
BMI	0.1138	1.12	0.97–1.29	0.112
PLT	0.0045	1.005	0.99–1.01	0.121
MONO%	0.0923	1.10	0.87–1.38	0.426
MONO	1.1075	3.03	0.26–34.59	0.373
AST	0.0064	1.01	1.00–1.01	0.082
ALT	−0.0046	0.995	0.99–1.00	0.139
ALB	−0.0583	0.94	0.83–1.07	0.374
TBIL	0.0021	1.002	0.99–1.01	0.281
Pancreatic texture	1.6070	4.99	1.93–12.86	0.001*
Pathological Diagnosis	0.7969	2.22	0.63–7.82	0.215

ISSN: 1471-2482