Research Article

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

Table 4

Baseline characteristics between training group and validation group.

Baseline variablesTraining group ()Validation group () value

Age (IQR, years)65 (47-74)64 (46-75)0.412
Male (, %)148 (55.01%)41 (60.2%)0.532
Systolic blood pressure (IQR, mm Hg)133 (113-143)132.5 (114-142.5)0.456
Diastolic blood pressure (IQR, mm Hg)76 (72-81)75 (71-80.5)0.258
Heart rate (IQR, beats/min)100 (85-118)99.5 (84-117.5)0.338
WBC (IQR, ×109/L)13.4 (9.4-18)13.55 (9.4-17.9)0.217
PLT (IQR, ×109/L)229 (176.5-309.5)226 (173.5-311.5)0.113
MCV (IQR, fL)90 (86-95)88 (85-94.5)0.216
HCT (IQR)0.375 (0.324-0.42)0.383 (0.335-0.43)0.109
Glucose (IQR, mg/dL)140 (108-184)138 (112-182)0.214
PT (IQR, s)13.7 (12.9-15.1)13.8 (12.6-15)0.315
TT (IQR, s)27.8 (24.8-34.5)27.6 (24.5-33.8)0.146
Albumin (IQR, g/dL)3.2 (2.7-3.8)3.3 (2.7-3.9)0.476
Creatine kinase, MB isoenzyme (IQR, IU/L)4 (4-4)4 (3.5-4)0.517
ALT (IQR, IU/L)45 (22.5-134.5)47 (24.5-139)0.108
AST (IQR, IU/L)61 (30-138)63 (31.5-136)0.313
Total bilirubin (IQR, mg/dL)0.9 (0.5-2)0.9 (0.5-2.1)0.447
Creatinine (IQR, mg/dL)1 (0.7-1.7)0.9 (0.7-1.8)0.283
Amylase (IQR, IU/L)287 (103.5-756.5)290 (111-733.5)0.102
Lipase (IQR, IU/L)562 (99.5-1697)555 (101.5-1675)0.118
LDH (IQR, IU/L)350.5 (258-500)352 (257-498.5)0.334
Total calcium (IQR, mg/dL)8.2 (7.6-8.9)8.1 (7.6-8.9)0.618
Sodium (IQR, mmol/L)139 (136-141)138 (136-140)0.337
Anion gap (IQR, mmol/L)16 (13.5-19)15.5 (13.5-18.5)0.223
Lactate (IQR, mmol/L)1.6 (1.3-2.1)1.7 (1.3-2.0)0.165
Triglyceride (IQR, mg/dL)138 (118-175.5)135 (117-174.5)0.427
In-hospital mortality29 (10.78%)9 (13.23%)0.315

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.