Early Prediction of Epilepsy after Encephalitis in Childhood Based on EEG and Clinical Features

Table 3

Univariate logistic regression analysis of influencing factors of epilepsy after encephalitis in the training set.

Variables	Coefficient	P	OR	95% CI
Age	0.193	0.158	1.213	0.928–1.587
Male	0.409	0.300	1.505	0.695–3.261
WBC	−0.001	0.967	0.999	0.942–1.059
NLR	0.002	0.939	1.002	0.944–1.065
Hemoglobin	−0.033	<0.001	0.968	0.951–0.985
Platelet count	0.002	0.555	1.002	0.996–1.007
Albumin	0.023	0.421	1.024	0.967–1.084
Globulin	−0.081	0.017	0.922	0.863–0.986
Epilepsy = first symptom	−0.285	0.477	0.752	0.344–1.648
Fever	−0.713	0.044	0.490	0.224–1.072
Consciousness disorder	−0.011	0.979	0.989	0.426–2.297
Partial seizure	−0.640	0.126	1.897	0.835–4.310
Epilepsy frequency ≥10/day	−1.616	<0.001	0.199	0.082–0.483
MRI : Intracranial inflammation	−0.660	0.107	0.517	0.232–1.152
Forehead region S/F	2.034	0.036	7.647	1.138–51.377
Central region S/F	1.424	0.116	4.155	0.705–24.481
Top region S/F	1.927	0.116	6.868	0.621–76.009
Temporal region S/F	3.200	0.041	24.537	1.145–525.820
Occipital region S/F	8.051	<0.001	138.273	74.695–138152.527

Note. S/F, electroencephalogram slow wave/fast wave frequency.