Research Article

An Artificial Neural Networks Model for Early Predicting In-Hospital Mortality in Acute Pancreatitis in MIMIC-III

Table 2

Univariate analyses of variables associated with in-hospital mortality.

Baseline variablesSurvivor ()Nonsurvivor () value

Age (IQR, years)57.75 (46.33-70.63)74.79 (61.52-82.23)0.035
Male (, %)165 (55.18%)24 (63.15%)0.195
Systolic blood pressure (IQR, mm Hg)133 (117.5-149.5)122.5 (109.5-154.5)0.322
Diastolic blood pressure (IQR, mm Hg)76 (64.5-87)67 (51.25-95.5)0.236
Heart rate (IQR, beats/min)101 (85-118)97 (87.25-117.75)0.726
WBC (IQR, ×109/L)13.1 (9.1-17.6)16.55 (12.63-22.4)<0.001
PLT (IQR, ×109/L)228 (176-308)234 (195.75-331.25)0.532
MCV (IQR, fL)90 (87-95)89 (85-94.75)0.123
HCT (IQR)0.378 (0.327-0.42)0.351 (0.313-0.401)0.048
Glucose (IQR, mg/dL)137 (105.25-184.75)156 (120-235)0.656
PT (IQR, s)13.6 (12.8-14.9)14.7 (13.63-16)<0.001
TT (IQR, s)27.7 (24.6-31.3)30.7 (27.15-33.58)0.12
Albumin (IQR, g/dL)3.2 (2.7-3.9)2.9 (2.25-3.35)0.052
Creatine kinase, MB isoenzyme (IQR, IU/L)4 (2-5)5 (2-8.25)0.025
ALT (IQR, IU/L)44 (22-128.5)49 (23.25-185)0.037
AST (IQR, IU/L)57 (30-131)74.5 (37.75-228.75)0.301
Total bilirubin (IQR, mg/dL)0.9 (0.5-1.8)1.45 (0.63-3.9)<0.001
Creatinine (IQR, mg/dL)1 (0.7-1.4)1.55 (0.93-2.8)0.003
Amylase (IQR, IU/L)285 (92-786)324 (92.25-1088.5)0.046
Lipase (IQR, IU/L)557 (99-1754)656 (88.25-1248.25)0.033
LDH (IQR, IU/L)350 (240-517)395 (257-597.5)0.41
Total calcium (IQR, mg/dL)8.3 (7.7-8.9)7.85 (7.18-8.5)0.041
Sodium (IQR, mmol/L)139 (136-141)139 (137-142)0.444
Anion gap (IQR, mmol/L)15 (13-18.75)17 (14-20)0.482
Lactate (IQR, mmol/L)1.5 (1.2-2.4)1.8 (1.23-2.88)0.035
Triglyceride (IQR, mg/dL)139.5 (94-225)125 (70.5-227.25)0.364
Length of stay in ICU (IQR, days)3 (1.65-8.15)12.16 (4.44-18.04)0.002
SOFA (IQR)1 (0-2.5)2.5 (1.25-4)<0.001
Ranson (IQR)1 (1-2)2 (2-3)<0.001

Abbreviations: IQR: interquartile range; WBC: white blood cell counts; PLT: platelet; MCV: mean corpuscular volume; HCT: hematocrit; PT: prothrombin time; TT: thrombin time; ALT: alanine aminotransferase; AST: aspartate aminotransferase; LDH: lactate dehydrogenase; SOFA: sequential organ failure assessment.