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Table 1 Clinical characteristics of the training and testing groups

From: Machine learning-based predictive model for the development of thrombolysis resistance in patients with acute ischemic stroke

 

Overall

Training group

Testing group

t/χ2/Z

P value

N, n(%)

218

152(70.0)

66(30.0)

  

Outcome, n(%)

88 (40.4)

58 (38.2)

30 (45.5)

0.737

0.391

Age, years

68.00 [58.00, 76.00]

68.00 [58.00, 75.00]

67.00 [58.00, 76.00]

-0.138

0.890

Gender, Mele, n(%)

149 (68.3)

100 (65.8)

49 (74.2)

1.154

0.283

Hypertension, n(%)

135 (61.9)

97 (63.8)

38 (57.6)

0.518

0.472

Diabetes mellitus, n(%)

46 (21.1)

30 (19.7)

16 (24.2)

0.323

0.570

Atrial fibrillation, n(%)

19 ( 8.7)

12 ( 7.9)

7 (10.6)

0.153

0.696

NIHSS at admission

6.00 [4.00, 11.75]

5.50 [3.00, 12.00]

6.50 [4.00, 10.75]

-0.748

0.455

Glucose, mmol/L

7.10 [6.10, 9.04]

7.08 [6.08, 8.23]

7.36 [6.10, 10.10]

-0.989

0.323

SBP, mmHg

146.50 [135.00,164.75]

147.50 [135.00, 164.50]

142.50 [133.00, 164.75]

-0.624

0.533

DBP, mmHg

86.00 [78.00, 95.00]

86.00 [78.00, 95.00]

85.00 [78.50, 91.75]

-0.220

0.826

DNT, h

0.62 [0.50, 0.78]

0.60 [0.50, 0.80]

0.65 [0.50, 0.78]

-0.230

0.818

WBC,10^9/L

7.84 [6.02, 9.76]

7.94 [6.07, 9.71]

7.50 [6.00, 9.80]

-0.818

0.413

Neu,10^9/L

5.10 [3.77, 7.27]

5.10 [3.78, 7.52]

5.14 [3.76, 6.54]

-0.650

0.516

Lym,10^9/L

1.56 [1.15, 2.24]

1.55 [1.17, 2.20]

1.57 [1.12, 2.25]

-0.108

0.914

Mon,10^9/L

0.44 [0.36, 0.59]

0.44 [0.36, 0.59]

0.43 [0.33, 0.60]

-0.727

0.467

PLT,10^9/L

198.00 [161.00, 233.75]

194.50 [160.00, 233.50]

204.50 [167.75, 233.50]

-0.630

0.529

D-dimer, ug/ml

0.50 [0.25, 1.01]

0.49 [0.26, 1.06]

0.51 [0.22, 0.94]

-0.797

0.425

FIB, g/L

3.49 [2.82, 3.95]

3.45 [2.85, 3.90]

3.52 [2.78, 4.05]

-0.008

0.993

Cr, umol/L

66.00 [55.00, 77.75]

66.00 [54.00, 77.25]

65.00 [57.25, 77.50]

-0.212

0.832

BUN, mmol/L

6.34 [5.37, 7.64]

6.34 [5.34, 7.70]

6.36 [5.57, 7.19]

-0.050

0.996

TC, mmol/L

3.79 [3.32, 4.69]

3.92 [3.48, 4.69]

3.69 [3.16, 4.60]

-1.191

0.234

  1. Abbreviations NIHSS, national institutes of health stroke scale; SBP, systolic blood pressure; DBP, diastolic blood pressure; DNT, door-needle time; WBC, white blood cell count; Neu, neutrophil count; Lym, lymphocyte count; Mon, monocyte count; PLT, platelet count; FIB, fibrinogen; Cr, creatinine; BUN, blood urea nitrogen; TC, total cholesterol