Table 5.
Input data type | Models | Acc | AUC |
---|---|---|---|
Clinical data only | Clinical model (32) | 76.03% ± 10.0 | 0.753 ± 0.13 |
Image data only | Radiomics model (48) | 67.04% ± 4.9 | 0.640 ± 0.03 |
WANG et al.'s Model (32) | 69.5% ± 5.1 | 0.723 ± 0.06 | |
SENet-like model (34) | 64.5% ± 3.4 | 0.675 ± 0.06 | |
CBAM-like model (35) | 66.7% ± 4.2 | 0.684 ± 0.05 | |
Propose DPA model | 70.7% ± 2.4 | 0.747 ± 0.03 | |
Clinical data and Image data | WANG et al.'s fusion model (33) | 80.49% ± 4.3 | 0.833 ± 0.03 |
Propose DPA fusion model | 81.2% ±1.3 | 0.869 ±0.03 |
Acc, accuracy; AUC, area under the receiver operating characteristics curve. The bold values indicate P values < 0.05 are highlighted. The bold values indicate the best results.