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. 2021 May 21;22:154. doi: 10.1186/s12931-021-01747-3

Table 2.

Model features

Feature Description
1 Age
2 Gender
3 Height
4 Curvature of signal from start to D
5 Hjorth mobility
6 Ratio of areas from middle of signal to end over start to middle
7 Time spent in EtCO2 (with error of 0.01)
8 First index to reach EtCO2 (with error of 0.1) normalized by D
9 'Slope for C to D
10 Exponential FitMSE
11 Angle of the downward slope
12 Distance of point C from (0,1)
13 Linear regression from C to Da
14 Ratio between time signal rises and time signal descends
15 Distance from point C to the line connecting (0,0) to point D
16 Normalized signal at 0.5*D
17 First index to reach EtCO2 (with error of 0.1)
18 d2d1
19 Amount of times the signal rises
20 RW score1
21 Linear regression from 1 to DR2
22 Ratio between time until D/time from D to end (upstroke/downstroke)
23 Angle at C
24 Normalized signal at 0.45*D
25 Signal at the point where line from (0,1) to (1,0) crosses the signal
26 Ratio between signal rises/signal descends (from C to end)
27 Normalized signal at 0.35*D
28 Normalized signal at 0.4*D
29 Normalized signal at 0.55*D
30 Normalized signal at 0.3*D
31 Linear regression from C to Db
32 Like previous normalized by D
33 Normalized signal at D/2
34 Normalized signal at C
35 Curvature of signal from start to Midpoint