Table 11.
Log rank results applying normalized BA acceleration (
) for different WHtR quartiles 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 | 26.73 | 6.71E-06 | 29.97 | 1.40E-06 | 36.53 | 5.79E-08 | 38.92 | 1.81E-08 |
| DNN | 70.01 | 4.22E-15 | 93.30 | 3.18E-07 | 123.10 | 2.09E-08 | 91.77 | 9.17E-16 |
| CNN+LSTM | 51.67 | 3.52E-11 | 35.41 | 9.99E-08 | 68.72 | 7.99E-15 | 58.24 | 1.40E-12 |
| ConvLSTM | 15.01 | 1.81E-03 | 23.94 | 2.57E-05 | 24.93 | 1.60E-05 | 26.73 | 6.70E-06 |
| 2D CNN | 29.67 | 1.61E-07 | 49.04 | 1.28E-10 | 54.48 | 8.84E-12 | 55.87 | 4.49E-12 |
| 3D CNN | 9.13 | 2.76E-02 | 14.90 | 1.9E-03 | 28.79 | 4.02E-06 | 28.28 | 3.17E-06 |