Skip to main content

Table 1 Clinical and demographic characteristics

From: Use of deep artificial neural networks to identify stroke during triage via subtle changes in circulating cell counts

 

All subjects (n = 276)

Training set (n = 207)

Test set (n = 69)

Mimic

(n = 116)

Stroke (n = 160)

p-value

Mimic

(n = 87)

Stroke (n = 120)

p-value

Mimic

(n = 29)

Stroke

(n = 40)

p-value

aAge median (IQR)

58 (49–70)

71 (60–81)

 < 0.001*

58 (48–68)

71 (60–82)

 < 0.001*

66 (54–73)

69 (59–80)

0.184

bFemale n (%)

65 (56.0)

73 (45.6)

0.113

47 (54.0)

57 (47.5)

0.399

18 (62.1)

16 (40.0)

0.090

bAmerican Indian n (%)

2 (1.7)

0 (0.0)

0.176

1 (1.1)

0 (0.0)

0.420

1 (3.4)

0 (0.0)

0.420

bWhite n (%)

93 (80.2)

137 (85.6)

0.254

72 (82.8)

99 (82.5)

1.000

21 (72.4)

38 (95.0)

0.014*

bAsian n (%)

0 (0.0)

1 (0.6)

1.000

0 (0.0)

1 (0.8)

1.000

0 (0.0)

0 (0.0)

1.000

bBlack / African American n (%)

21 (18.1)

22 (13.8)

0.401

14 (16.1)

20 (16.7)

1.000

7 (24.1)

2 (5.0)

0.030*

Ischemic stroke n (%)

-

135 (84.4)

-

-

103 (85.8)

-

-

32 (80.0)

-

Hemorrhagic stroke n (%)

-

25 (15.6)

-

-

17 (14.2)

-

-

8 (20.0)

-

aCPSS median (IQR)

1 (0–1)

1.5 (0–3)

 < 0.001*

1 (0–1)

2 (1–3)

 < 0.001*

1 (0–1)

1 (0–3)

0.390

aNIHSS median (IQR)

2 (0–5)

7 (2–14)

 < 0.001*

2 (1–5)

7 (2–13)

 < 0.001*

3 (2–5)

7.5 (1–15)

0.038*

aTime from onset median (IQR)

241 (145–467)

282 (135–651)

0.222

236 (137–458)

282 (142–651)

0.089

264 (195–498)

306 (110–647)

0.617

bHypertension n (%)

72 (62.1)

115 (71.9)

0.091

51 (58.6)

90 (75.0)

0.016*

21 (72.4)

25 (62.5)

0.446

bDyslipidemia n (%)

48 (41.4)

71 (44.4)

0.625

33 (37.9)

50 (41.7)

0.667

15 (51.7)

21 (52.5)

1.000

bDiabetes n (%)

35 (30.2)

41 (25.6)

0.416

28 (32.2)

33 (27.5)

0.537

7 (24.1)

8 (20.0)

0.771

bPrevious stroke n (%)

23 (19.8)

38 (23.8)

0.466

19 (21.8)

32 (26.7)

0.514

4 (13.8)

6 (15)

1.000

bPrevious TIA n (%)

16 (13.8)

17 (10.6)

0.456

9 (10.3)

14 (11.7)

0.826

7 (24.1)

3 (7.5)

0.082

bHistory of atrial fibrillation n (%)

11 (9.5)

34 (21.3)

0.013*

7 (8.0)

23 (19.2)

0.028*

4 (13.8)

11 (27.5)

0.240

bHistory of myocardial infarction n (%)

12 (10.3)

26 (16.3)

0.215

8 (9.2)

21 (17.5)

0.106

4 (13.8)

5 (12.5)

1.000

bHypertension medication n (%)

66 (56.9)

100 (62.5)

 

45 (51.7)

78 (65.0)

0.063

21 (72.4)

22 (55.0)

0.208

bCholesterol medication n (%)

41 (35.3)

67 (41.9)

 

30 (34.5)

50 (41.7)

0.315

11 (37.9)

17 (42.5)

0.806

aAnticoagulant or antiplatelet n (%)

48 (41.4)

82 (51.3)

 

35 (40.2)

63 (52.5)

0.092

13 (44.8)

19 (47.5)

1.000

bSmoking n (%)

24 (20.7)

40 (25.0)

0.471

16 (18.4)

33 (27.5)

0.139

8 (27.6)

7 (17.5)

0.382

  1. aIntergroup comparison of medians via Mann–Whitney U-Test; bIntergroup comparison of proportions via Fisher’s exact test; *Statistically significant