From: Enhanced ovarian cancer survival prediction using temporal analysis and graph neural networks
NTI | P (%) LSTM CNN [3] | P (%) DLNN [8] | P (%) DBN [14] | P (%) This Work |
---|---|---|---|---|
300 | 82.56 | 84.89 | 81.26 | 87.90 |
600 | 80.06 | 80.61 | 77.86 | 87.56 |
900 | 81.48 | 79.06 | 80.29 | 92.03 |
1200 | 81.78 | 82.39 | 78.61 | 90.38 |
1350 | 83.96 | 82.58 | 80.79 | 92.59 |
1650 | 87.06 | 85.77 | 79.94 | 93.75 |
1950 | 84.09 | 82.99 | 86.06 | 87.89 |
2250 | 88.13 | 82.25 | 86.20 | 95.05 |
2550 | 84.16 | 84.59 | 81.38 | 94.26 |
2850 | 84.23 | 88.88 | 85.56 | 90.46 |
3300 | 87.37 | 85.15 | 80.75 | 93.67 |
3750 | 82.53 | 84.41 | 83.96 | 94.89 |
4200 | 81.71 | 83.67 | 85.17 | 89.14 |
4650 | 85.86 | 87.94 | 84.38 | 91.37 |
5100 | 85.00 | 89.21 | 83.58 | 89.59 |
5700 | 85.11 | 85.50 | 86.77 | 92.79 |
6150 | 89.22 | 83.77 | 88.96 | 98.00 |
6600 | 85.32 | 85.05 | 88.14 | 91.21 |
7050 | 84.43 | 87.33 | 89.33 | 93.41 |
7500 | 88.55 | 85.61 | 89.53 | 96.63 |
7950 | 82.67 | 89.90 | 83.73 | 95.86 |
8400 | 83.80 | 91.19 | 84.94 | 94.08 |
8850 | 82.93 | 89.47 | 90.13 | 96.31 |
9450 | 90.05 | 88.76 | 84.34 | 94.54 |