Research Article

ECG Multilead QT Interval Estimation Using Support Vector Machines

Table 1

Validation of QT estimation using the Physionet database. The parameter is represented as mean ± std. (min., max.).

GroupQT phy. (msec)QT est. (msec)Error (%)

Physionet dataset (317, 477) (316.9, 474.6) (0, 14.11)
Control subjects (317, 477) (316.9, 474.6) (0, 9.22)
Myocardial hypertrophy (317, 426) (321.3, 438.1) (1.42, 8.2)
Valvular heart disease (346, 426) (344.3, 438.1) (0.49, 14.11)
Myocarditis (385.5, 427.0) (395.1, 418.5) (0.27, 5.92)