Research Article

Atrial Fibrillation Detection with Low Signal-to-Noise Ratio Data Using Artificial Features and Abstract Features

Table 2

Artificial features used in this study.

Feature typeName

Waveform featuresThe number of R wave
Maximum amplitude of R wave
Minimum amplitude of R wave
Mean amplitude of R wave
Median amplitude of R wave
Amplitude standard deviation of R wave
SK
KU

Interval featuresMaximum of RR interval
Minimum of RR interval
Mean of RR interval
Median of RR interval
Standard deviation of RR interval
HR maximum of PR interval
Minimum of PR interval
Mean of PR interval
Median of PR interval
Standard deviation of PR interval

Frequency-domain featuresFC
MSF
RMSF
FV

Nonlinear featurePRE