Journal of Healthcare Engineering / 2022 / Article / Tab 1 / Research Article
Predictive Modeling of Short-Term Poor Prognosis of Successful Reperfusion after Endovascular Treatment in Patients with Anterior Circulation Acute Ischemic Stroke Table 1 Baseline characteristics of all included patients.
Characteristic Total (n = 356) Dataset Statistic P Training set (n = 248) Testing set (n = 108) Age, years, Mean ± SD 59.37 ± 10.77 59.86 ± 10.80 58.25 ± 10.69 t = 1.300.195 Sex, n (%) χ 2 = 0.0870.768 Male 230 (64.61) 159 (64.11) 71 (65.74) Female 126 (35.39) 89 (35.89) 37 (34.26) BMI , kg/m2 , n (%) Z = 0.1570.875 Underweight 3 (0.84) 3 (1.21) 0 (0.00) Normal 158 (44.38) 109 (43.95) 49 (45.37) Overweight 168 (47.19) 118 (47.58) 50 (46.30) Obese 27 (7.58) 18 (7.26) 9 (8.33) Smoking history, n (%) χ 2 = 1.2150.270 No 258 (72.47) 184 (74.19) 74 (68.52) Yes 98 (27.53) 64 (25.81) 34 (31.48) Stroke history, n (%) χ 2 = 0.0350.852 No 268 (75.28) 186 (75.00) 82 (75.93) Yes 88 (24.72) 62 (25.00) 26 (24.07) Antiplatelet therapy history, n (%) χ 2 = 0.0360.850 No 258 (72.47) 179 (72.18) 79 (73.15) Yes 98 (27.53) 69 (27.82) 29 (26.85) Severity of stroke, n (%) Z = 1.3720.170 Mild 133 (37.36) 99 (39.92) 34 (31.48) Moderate 209 (58.71) 139 (56.05) 70 (64.81) Moderate to severe 14 (3.93) 10 (4.03) 4 (3.70) Level of consciousness, n (%) Z = 0.1830.855 No 328 (92.13) 229 (92.34) 99 (91.67) Mild 25 (7.02) 16 (6.45) 9 (8.33) Moderate 3 (0.84) 3 (1.21) 0 (0.00) Baseline blood pressure SBP, mmHg, mean ± SD 150.01 ± 24.96 151.21 ± 25.10 147.28 ± 24.55 t = 1.370.173 DBP, mmHg, mean ± SD 87.44 ± 13.95 87.35 ± 13.53 87.66 ± 14.93 t = −0.190.847 MAP, mmHg, mean ± SD 108.14 ± 15.69 108.46 ± 15.42 107.41 ± 16.35 t = 0.580.561 Comorbidities, n (%) Diabetes mellitus, n (%) 120 (33.71) 84 (33.87) 36 (33.33) χ 2 = 0.0100.921 Hypertension, n (%) 242 (67.98) 169 (68.15) 73 (67.59) χ 2 = 0.0110.918 Dyslipidemia, n (%) 18 (5.06) 13 (5.24) 5 (4.63) χ 2 = 0.0590.808 Coronary heart disease, n (%) 56 (15.73) 37 (14.92) 19 (17.59) χ 2 = 0.4060.524
Abbreviations: BMI, body mass index; SBP, systolic blood pressure; DBP, diastolic blood pressure; MAP, mean arterial pressure.
BMI: Underweight (BMI <18.5 kg/m
2 ), Normal (18.5 kg/m
2 ≤ BMI < 24.0 kg/m
2 ), Overweight (24 kg/m
2 , BMI < 28.0 kg/m
2 ), Obese (BMI ≥ 28 kg/m
2 ).18.5 kg/m
2 ), Normal (18.5 kg/m
2 ≤ BMI < 24.0 kg/m
2 ), Overweight (24 kg/m
2 ≤ BMI < 28.0 kg/m
2 ), Obese (BMI≥28 kg/m
2 ).