Research Article

Prediction of Basal Ganglia Hematoma Expansion Based on Radiomics and Clinical Characteristics: A Novel Multivariate Predictive Nomogram

Table 2

Baseline characteristics of patients with and without HE.

VariablesTraining cohort
Non-HE ()HE ()

m-CTD of hematoma (Hu)66.49 (63.83, 68.73)62.25 (60.35, 64.35)<0.001
BHV (mL)11.77 (6.52, 17.24)20.76 (13.23, 25.16)<0.001
BS<0.001
 No260 (89.97%)69 (58.97%)
 Yes29 (10.03%)48 (41.03%)
BHS0.002
 No248 (85.81%)84 (71.79%)
 Yes41 (14.19%)33 (28.21%)
IS>0.99
 No282 (97.58%)114 (97.44%)
 Yes7 (2.42%)3 (2.56%)
Gender0.198
 F92 (31.83%)29 (24.79%)
 M197 (68.17%)88 (75.21%)
Age (years)56.00 (47.00, 66.00)57.00 (51.00, 69.00)0.069
SBP (mmHg)159.00 (145.00, 175.00)185.00 (162.00, 194.00)<0.001
DBP (mmHg)94.00 (86.00, 100.00)100.00 (93.00, 108.00)<0.001
Hemoglobin (g/L)136.00 (123.00, 150.00)149.00 (127.00, 157.00)0.002
Platelet count (×109/L)210.00 (168.00, 241.00)207.00 (166.00, 247.00)0.924
APTT (s)25.50 (22.50, 30.80)25.10 (22.70, 30.80)0.612
PT (s)11.70 (10.80, 12.70)11.80 (10.90, 13.10)0.405
TT (s)17.10 (16.00, 18.20)17.30 (16.40, 18.30)0.254
FIB (g/L)3.01 (2.19, 4.35)2.84 (2.12, 4.38)0.742
INR (s)0.99 (0.86, 1.15)0.96 (0.81, 1.09)0.206
Blood glucose (mmol/L)8.79 (6.16, 12.18)8.49 (6.18, 11.74)0.868
Total cholesterol (mmol/L)4.28 (3.28, 5.49)4.37 (3.14, 5.52)0.943
Triglycerides (mmol/L)1.24 (0.76, 1.75)1.19 (0.75, 1.83)0.889
Hcy (μmol/L)12.46 (8.25, 16.30)17.88 (13.93, 21.48)<0.001

Data are expressed as (%) or median (IQR). was considered to be statistically significant. IQR = interquartile range; HE = hematoma expansion; Non-HE = nonhematoma expansion; m-CTD = mean CT densities; BHV = baseline hemorrhage volume; BS = blend sign; BHS = basal ganglia hemorrhage; IS = island sign; SBP = systolic blood pressure; DBP = diastolic blood pressure; APTT = activated partial thromboplastin time; PT = prothrombin time; TT = thrombin time; FIB = fibrinogen; INR = international normalized ratio; Hcy = homocysteine.