Table 1 Baseline characteristics of participants.

From: Machine learning models predict risk of lower extremity deep vein thrombosis in hospitalized patients with spontaneous intracerebral hemorrhage

Variable

Training set

Testing set

Total p

Non-DVT

DVT

p-value

Non-DVT

DVT

p-value

N = 605

N = 43

N = 144

N = 19

Age, mean (sd)

58.75 (10.92)

58.23 (10.17)

0.751

58.99 (11.23)

63.32 (10.20)

0.099

0.421

GCS, mean (sd)

10.64 (3.08)

9.19 (2.86)

0.002

10.94 (3.25)

9.63 (2.24)

0.032

0.379

Temperature, mean (sd)

36.85 (0.60)

36.98 (0.54)

0.119

36.86 (0.68)

37.13 (0.51)

0.048

0.506

SBP, mean (sd)

160.27 (20.22)

158.35 (22.16)

0.582

157.15 (19.26)

166.37 (24.84)

0.134

0.278

DBP, mean (sd)

90.44 (14.62)

89.56 (14.80)

0.708

88.64 (13.80)

93.63 (14.27)

0.164

0.348

Glucose, mean (sd)

8.06 (2.95)

8.23 (2.64)

0.685

8.11 (3.25)

7.06 (1.72)

0.034

0.760

Uric acid, mean (sd)

306.40 (127.91)

274.37 (96.02)

0.044

291.67 (106.77)

272.84 (102.48)

0.461

0.127

Albumin, mean (sd)

41.04 (4.22)

40.50 (3.92)

0.389

41.18 (4.16)

40.10 (3.86)

0.266

0.897

Leucocyte, mean (sd)

9.87 (3.91)

9.95 (3.30)

0.876

9.29 (3.71)

11.96 (5.65)

0.058

0.437

Hemoglobin, mean (sd)

151.74 (22.13)

152.58 (30.05)

0.858

152.05 (23.36)

148.68 (10.08)

0.271

0.942

Blood platelet, mean (sd)

177.42 (65.28)

164.14 (69.39)

0.229

170.85 (59.69)

175.58 (35.69)

0.625

0.322

PT, mean (sd)

11.67 (2.27)

11.46 (0.95)

0.206

11.86 (3.35)

11.59 (0.89)

0.442

0.515

APTT, mean (sd)

25.16 (5.23)

26.25 (6.08)

0.256

25.36 (5.64)

25.95 (5.17)

0.647

0.685

FIB, mean (sd)

2.99 (0.95)

2.91 (0.71)

0.486

2.91 (0.95)

2.74 (0.86)

0.433

0.259

D-dimer, mean (sd)

1.61 (7.58)

3.08 (13.09)

0.472

2.65 (10.24)

1.79 (2.80)

0.425

0.309

Bleeding volume, mean (sd)

23.05 (23.15)

33.14 (21.40)

0.005

22.86 (24.36)

26.87 (16.29)

0.353

0.850

Sex, n (p%)

  

0.235

  

0.903

0.958

 Male

392.00 (64.79%)

24.00 (55.81%)

 

93.00 (64.58%)

12.00 (63.16%)

  

 Female

213.00 (35.21%)

19.00 (44.19%)

 

51.00 (35.42%)

7.00 (36.84%)

  

Hypertension, n (p%)

  

0.786

  

0.971

0.021

 No

195.00 (32.23%)

13.00 (30.23%)

 

60.00 (41.67%)

8.00 (42.11%)

  

 Yes

410.00 (67.77%)

30.00 (69.77%)

 

84.00 (58.33%)

11.00 (57.89%)

  

Diabetes, n (p%)

  

0.561

  

0.216

0.984

 No

515.00 (85.12%)

38.00 (88.37%)

 

121.00 (84.03%)

18.00 (94.74%)

  

 Yes

90.00 (14.88%)

5.00 (11.63%)

 

23.00 (15.97%)

1.00 (5.26%)

  

Smoking, n (p%)

  

0.911

  

0.939

0.980

 No

538.00 (88.93%)

38.00 (88.37%)

 

128.00 (88.89%)

17.00 (89.47%)

  

 Yes

67.00 (11.07%)

5.00 (11.63%)

 

16.00 (11.11%)

2.00 (10.53%)

  

Drinking, n (p%)

  

0.688

  

0.482

0.341

 No

552.00 (91.24%)

40.00 (93.02%)

 

129.00 (89.58%)

16.00 (84.21%)

  

 Yes

53.00 (8.76%)

3.00 (6.98%)

 

15.00 (10.42%)

3.00 (15.79%)

  

Location of hematoma, n (p%)

  

0.887

  

0.316

0.958

 Basal ganglia hemorrhage

374.00 (61.82%)

30.00 (69.77%)

 

84.00 (58.33%)

16.00 (84.21%)

  

 Lobar hemorrhage

88.00 (14.55%)

6.00 (13.95%)

 

24.00 (16.67%)

1.00 (5.26%)

  

 Cerebellar hemorrhage

33.00 (5.45%)

1.00 (2.33%)

 

7.00 (4.86%)

0.00 (0.00%)

  

 Brain stem hemorrhage

21.00 (3.47%)

1.00 (2.33%)

 

7.00 (4.86%)

0.00 (0.00%)

  

 Ventricular hemorrhage

28.00 (4.63%)

2.00 (4.65%)

 

6.00 (4.17%)

0.00 (0.00%)

  

 Thalamic hemorrhage

61.00 (10.08%)

3.00 (6.98%)

 

16.00 (11.11%)

2.00 (10.53%)

  

Centerline shift, n (p%)

  

< 0.001

  

0.355

0.107

 No

499.00 (82.48%)

22.00 (51.16%)

 

125.00 (86.81%)

15.00 (78.95%)

  

 Yes

106.00 (17.52%)

21.00 (48.84%)

 

19.00 (13.19%)

4.00 (21.05%)

  

Surgeries, n (p%)

  

< 0.001

  

0.001

0.838

 No

346.00 (57.19%)

10.00 (23.26%)

 

87.00 (60.42%)

4.00 (21.05%)

  

 Yes

259.00 (42.81%)

33.00 (76.74%)

 

57.00 (39.58%)

15.00 (78.95%)

  
  1. GCS Glasgow Coma Scale, SBP systolic blood pressure, DBP diastolic blood pressure, PT prothrombin time, APTT activated partial thromboplastin time, FIB fibrinogen.