Research Article

Early Prediction of Organ Failures in Patients with Acute Pancreatitis Using Text Mining

Table 1

Baseline structured features and organ failures of AP patients.

Characteristics

Demographic characteristics
 Age, y, mean (SD)47.58 (15.01)
 Male, n (%)7.764 (60.9)
Early vital signs
 Respiratory rate, mg (μl)/(h·g), mean (SD)20.46 (2.22)
 Pulse rate/min, mean (SD)85.70 (15.19)
Early laboratory tests
Serum
 AST/ALT, mean (SD)1.24 (1.17)
 Cholesterol, mmol/L, mean (SD)4.57 (2.31)
 High-density lipoprotein, mmol/L, mean (SD)0.87 (0.42)
 Low-density lipoprotein, mmol/L, mean (SD)1.91 (1.00)
 Amylase, IU/L, mean (SD)304.87 (555.37)
 Carbon dioxide combining power, mmol/L, mean (SD)22.20 (3.58)
 Calcium, mmol/L, mean (SD)2.06 (0.24)
 Glutamyl transpeptidase, IU/L, mean (SD)139.90 (214.64)
 Albumin, g/L, mean (SD)35.71 (5.98)
 Albumin/globulin, mean (SD)1.47 (0.36)
 White blood cell count, 10^9/L, mean (SD)10.96 (5.13)
 Alanine aminotransferase, IU/L, mean (SD)62.57 (113.28)
Whole blood
 RBC distribution width CV, %, mean (SD)14.20 (1.48)
 RBC distribution width SD, fL, mean (SD)46.94 (5.27)
 Monocytes, %, mean (SD)5.50 (2.19)
 Monocytes, 10^9/L, mean (SD)0.57 (0.31)
Organ failures
 Respiratory failure, n (%)1.806 (14.2)
 Circulatory failure, n (%)2.752 (21.6)
 Renal failure, n (%)579 (4.5)

SD: standard deviation.