Table 10.
Log rank results applying normalized BA acceleration (
) for different SBSI categories using activity data. Q1, Q2, etc. denote 1st quartile, 2nd quartile, etc.
| DL architecture |
|
|
|
|
||||
|---|---|---|---|---|---|---|---|---|
| Chi-sq | P-value | Chi-sq | P-value | Chi-sq | P-value | Chi-sq | P-value | |
| CNN | 11.13 | 0.01 | 10.22 | 0.02 | 23.47 | 3.22E-05 | 63.80 | 9.06E-14 |
| DNN | 42.27 | 3.51E-09 | 22.95 | 4.14E-05 | 71.61 | 1.89E-15 | 131.52 | 1.49E-11 |
| CNN+LSTM | 22.16 | 6.04E-05 | 27.16 | 5.45E-06 | 38.57 | 2.14E-08 | 96.32 | 2.07E-16 |
| ConvLSTM | 13.25 | 4.12E-03 | 8.57 | 3.55E-02 | 13.37 | 3.90E-03 | 38.01 | 2.81E-08 |
| 2D CNN | 13.88 | 3.07E-03 | 18.98 | 2.76E-04 | 31.91 | 5.46E-07 | 78.28 | 1.11E-16 |
| 3D CNN | 10.37 | 1.57E-02 | 7.06 | 7.01E-02 | 17.75 | 4.95E-04 | 48.95 | 1.34E-10 |