From: Medically-oriented design for explainable AI for stress prediction from physiological measurements
Feature | Stress interval | Reference interval | p Value |
---|---|---|---|
\({Max}_{{ChestEDA}}\) | 11.27 ± 7.99 | 3.79 ± 3.03 | 1.E–110 |
\(\sigma _{{ChestSCL}}\) | 1.65 ± 1.5 | 5.45 ± 4.82 | 8E–161 |
\(HF_{{HRV}}\) | 2E+11 ± 2E+11 | 2E+12 ± 1E+12 | 5E–227 |
\(LF_{{HRV}}\) | 3E+11 ± 3E+11 | 2E+12 ± 2E+12 | 4E–226 |
\({Mad}_{{NN}}\) | 21.43 ± 15.72 | 74.11 ± 42.68 | 1E–204 |
\({MCV}_{{NN}}\) | 0.03 ± 0.02 | 0.09 ± 0.05 | 4E–196 |
\(|\mu |_{{NN}}\) | 701.81 ± 82.84 | 954.91 ± 170.8 | 1E–219 |
\({Med}_{{NN}}\) | 693.93 ± 80.36 | 959.64 ± 191.07 | 5E–214 |
\({PNN}_{20}\) | 33.61 ± 28.55 | 75.35 ± 14.49 | 1E–220 |
\({PNN}_{50}\) | 15.15 ± 15.15 | 38.6 ± 33.12 | 1E–167 |
\({RMSSD}_{{NN}}\) | 28.54 ± 18.23 | 94.8 ± 46.63 | 2E–230 |
\(\sigma _{{NN}}\) | 39.89 ± 25.97 | 107.69 ± 51.22 | 2E–218 |
\({Min}_{{EMG}}\) | − 9E–02 ± 7E–02 | − 2E–02 ± 1.E–02 | 7E–146 |
#\({\ Peaks}_{{EMG}}\) | 6416.5 ± 866 | 6955 ± 721 | 1E–49 |
\({Max}_{{RespRate}}\) | 13.11 ± 3.36 | 18.34 ± 2.08 | 1E–229 |
\(\mu _{{RespRate}}\) | 11.68 ± 2.69 | 16.91 ± 2.4 | 4E–231 |
\({Mi}n_{{RespRate}}\) | 9.82 ± 2.33 | 15.32 ± 2.96 | 7E–232 |
\({Max}_{{WristTemp}},\) | 31.79 ± 2.12 | 34.99 ± 0.92 | 2E–175 |
\(\mu _{{WristTemp}}\) | 31.69 ± 2.1 | 34.93 ± 0.93 | 1E–178 |
\({Min}_{{WristTemp}}\) | 31.66 ± 2.15 | 34.91 ± 0.92 | 5E–173 |