Table 1.
(a) AUCLMH_All | ||||
---|---|---|---|---|
Tissue | Method | Low | Medium | High |
Brain | MLR | 81.3 ± 0.1 | 72.4 ± 0.3 | 81.5 ± 0.1 |
BNN | 89.2 ± 0.4 | 75.2 ± 0.3 | 88.0 ± 0.4 | |
DNN | 89.3 ± 0.5 | 79.4 ± 0.9 | 88.3 ± 0.6 | |
Heart | MLR | 84.6 ± 0.1 | 73.1 ± 0.3 | 83.6 ± 0.1 |
BNN | 91.1 ± 0.3 | 74.7 ± 0.3 | 89.5 ± 0.2 | |
DNN | 90.7 ± 0.6 | 79.7 ± 1.2 | 89.4 ± 1.1 | |
Kidney | MLR | 86.7 ± 0.1 | 75.6 ± 0.2 | 86.3 ± 0.1 |
BNN | 92.5 ± 0.4 | 78.3 ± 0.4 | 91.6 ± 0.4 | |
DNN | 91.9 ± 0.6 | 82.6 ± 1.1 | 91.2 ± 0.9 | |
Liver | MLR | 86.5 ± 0.2 | 75.6 ± 0.2 | 86.5 ± 0.1 |
BNN | 92.7 ± 0.3 | 77.9 ± 0.6 | 92.3 ± 0.5 | |
DNN | 92.2 ± 0.5 | 80.5 ± 1.0 | 91.1 ± 0.8 | |
Testis | MLR | 85.6 ± 0.1 | 72.3 ± 0.4 | 85.2 ± 0.1 |
BNN | 91.1 ± 0.3 | 75.5 ± 0.6 | 90.4 ± 0.3 | |
DNN | 90.7 ± 0.6 | 76.6 ± 0.7 | 89.7 ± 0.7 |
(b) AUCLMH_TV | ||||
---|---|---|---|---|
Tissue | Method | Low | Medium | High |
Brain | MLR | 71.1 ± 0.2 | 58.8 ± 0.2 | 70.8 ± 0.1 |
BNN | 77.9 ± 0.5 | 61.1 ± 0.5 | 76.5 ± 0.7 | |
DNN | 82.8 ± 1.0 | 69.5 ± 1.1 | 81.1 ± 0.4 | |
Heart | MLR | 73.9 ± 0.3 | 58.6 ± 0.4 | 72.7 ± 0.1 |
BNN | 78.1 ± 0.3 | 58.9 ± 0.3 | 75.7 ± 0.3 | |
DNN | 82.0 ± 1.1 | 67.4 ± 1.3 | 79.7 ± 1.2 | |
Kidney | MLR | 79.7 ± 0.3 | 64.3 ± 0.2 | 79.4 ± 0.2 |
BNN | 83.9 ± 0.5 | 66.4 ± 0.5 | 83.3 ± 0.6 | |
DNN | 86.2 ± 0.6 | 73.2 ± 1.3 | 85.3 ± 1.2 | |
Liver | MLR | 80.1 ± 0.5 | 63.7 ± 0.3 | 79.4 ± 0.3 |
BNN | 84.9 ± 0.7 | 65.4 ± 0.7 | 84.4 ± 0.7 | |
DNN | 87.7 ± 0.6 | 69.4 ± 1.2 | 84.8 ± 0.8 | |
Testis | MLR | 77.3 ± 0.2 | 60.8 ± 0.3 | 77.0 ± 0.1 |
BNN | 81.1 ± 0.5 | 63.9 ± 0.9 | 81.0 ± 0.5 | |
DNN | 84.6 ± 1.1 | 67.8 ± 0.9 | 83.5 ± 0.9 |
Notes: ± indicates 1 standard deviation; top performances are shown in bold.