A Novel Radiomics-Based Machine Learning Framework for Prediction of Acute Kidney Injury-Related Delirium in Patients Who Underwent Cardiovascular Surgery

Table 3

Multivariate analysis of risk factors associated with AKI after cardiovascular surgery.

	Coefficients	St. error		value
Intercept	0.0738	2.4390	0.0300	0.9759
Diabetes	0.2187	0.1543	1.4170	0.1563
NGAL	0.0004	0.0007	0.4870	0.6260
TnI	-0.1471	0.1273	-1.1550	0.2480
Albumin	-0.0265	0.0527	-0.5030	0.6146
LVEF	-0.0420	0.0209	-2.0060	0.0449
CPB time	-0.0001	0.0085	-0.0110	0.9912
Aortic occlusion time	0.0173	0.0109	1.5820	0.1137
RBCI	0.2451	0.1346	1.8210	0.0485
Ultrafiltration capacity	0.0001	0.0002	0.6930	0.4882
ICUmvat	0.0195	0.0089	2.1920	0.0284
Cleveland	0.2304	0.1421	1.6210	0.1050

Abbreviations: 95% CI: 95% confidence interval; CPB: cardiopulmonary bypass; ICU: intensive care unit; NGAL: neutrophil gelatinase-associated lipocalin; OR: odds ratio; SE: standard error.P value < 0.05.