Table 1.
Description of photoplethysmography (PPG) features.
ID | Features | Description |
---|---|---|
Time-domain (Geometrical) features | ||
1 | Mean_HR | Mean of instantaneous heart rate |
2 | Mean_VP | Mean of the time from Valley to Peak |
3 | Mean_PV | Mean of the time from Peak to Valley |
4 | Mean_NNI | Mean of the time from Peak to Peak |
5 | Mean_VVI | Mean of the time from Valley to Valley |
Time-domain (Statistical) features | ||
6 | RMSSD | Root mean square of successive differences of NN interval |
7 | SDNN | Standard deviation of NN interval |
8 | SDSD | Standard deviation of successive differences of NN interval |
9 | Range_NN | Difference between the maximum and minimum NN interval |
10 | NN50 | Number of interval differences of successive NN interval greater than 50 ms |
11 | pNN50 | Corresponding percentage of NN50 |
12 | NN20 | Number of interval differences of successive NN interval greater than 20 ms |
13 | pNN20 | Corresponding percentage of NN20 |
14 | CVSD | Coefficient of variation of successive differences equal to the RMSSD divided by Mean_NNI |
15 | CVNNI | Coefficient of variation equal to the ratio of SDNN divided by Mean_NNI |
Frequency-domain features | ||
16 | LF | Total energy of NN interval in the low frequency band (0.04–0.15 Hz) |
17 | HF | Total energy of NN interval in the high frequency band (0.15–0.4 Hz) |
18 | LF/HF ratio | Ratio of LF power to HF power |
19 | Total_Power | Total energy of NN interval |
20 | nLFP | Normalized low frequency power |
21 | nHFP | Normalized high frequency power |
Nonlinear (Geometrical) features | ||
22 | SD1 | Standard deviation for T direction in Poincare plot |
23 | SD2 | Standard deviation for L direction in Poincare plot |
24 | SD12 | Ratio between SD2 and SD1 |
25 | CSI | Cardiac Sympathetic Index |
26 | CVI | Cardiac Vagal Index. |