Research Article

Follow-Up and Risk Assessment in Patients with Myocardial Infarction Using Artificial Neural Networks

Table 2

Association of risk variables with cardiac mortality in univariable analysis.

MethodVariable (values)Hazard ratio, 95% CI (univariable)

ECG parametersQT interval (≤378)1.38 (1.08–1.76)0.009
QTc interval (>434)1.28 (1.00–1.67)0.050
PR interval (151–184)0.69 (0.52–0.91)0.008
QRS complex (≤87)0.56 (0.42–0.75)0.001
P wave (64.19–72.36)2.14 (1.06–4.34)0.034

Time domain analysisAverage HR (>84.7)1.73 (1.05–2.86)0.032
SDNN (≤120.0)9.33 (1.31–66.7)0.026
RMSSD (>53.7)1.58 (1.04–2.40)0.030
pNN50 (≤2.7)8.84 (1.14–68.56)0.037

HRV statisticsVLF-RRI (351.4–406.2)3.68 (1.06–12.84)0.041
PSD-RRI (≤276.5)2.55 (1.02–6.35)0.044

SDNN: standard deviation of all the RR intervals; RMSSD: square root of the mean of squared differences of two consecutive RR intervals; pNN50: percent of beats with consecutive RR interval difference of more than 50 milliseconds; VLF: very low frequency component of HRV; PSD: total power of HRV; HRV: heart rate variability; ECG: electrocardiogram.