Table 3 Detection accurateness for ovarian cancer survival predictions
From: Enhanced ovarian cancer survival prediction using temporal analysis and graph neural networks
NTI | A (%) LSTM CNN [3] | A (%) DLNN [8] | A (%) DBN [14] | A (%) This Work |
|---|---|---|---|---|
300 | 78.06 | 78.89 | 85.01 | 87.65 |
600 | 76.53 | 76.56 | 78.62 | 88.28 |
900 | 81.92 | 77.98 | 82.06 | 90.74 |
1200 | 76.22 | 77.29 | 85.37 | 87.08 |
1350 | 78.38 | 78.47 | 80.56 | 90.28 |
1650 | 81.47 | 80.65 | 84.70 | 86.44 |
1950 | 80.49 | 79.85 | 84.83 | 88.56 |
2250 | 76.52 | 80.09 | 84.97 | 90.73 |
2550 | 77.55 | 76.41 | 83.16 | 86.92 |
2850 | 81.63 | 76.67 | 81.34 | 89.11 |
3300 | 78.74 | 76.91 | 84.54 | 92.33 |
3750 | 81.90 | 77.14 | 87.75 | 94.54 |
4200 | 83.07 | 83.38 | 87.97 | 93.78 |
4650 | 83.21 | 81.63 | 86.18 | 88.01 |
5100 | 80.33 | 79.90 | 82.39 | 87.23 |
5700 | 78.44 | 83.16 | 83.58 | 94.44 |
6150 | 81.53 | 81.42 | 83.77 | 92.64 |
6600 | 84.63 | 81.69 | 82.95 | 92.85 |
7050 | 83.74 | 82.95 | 89.15 | 90.06 |
7500 | 79.86 | 85.21 | 85.34 | 91.26 |
7950 | 84.98 | 79.47 | 87.55 | 88.47 |
8400 | 79.10 | 79.73 | 84.75 | 95.69 |
8850 | 79.23 | 79.99 | 90.95 | 88.90 |
9450 | 83.34 | 83.26 | 84.16 | 93.12 |