Table 7 The ablation experiments evaluation metrics values of MRI brain images and PET images (Bold: best; Bolditalic: second best).
From: Long-range correlation-guided dual-encoder fusion network for medical images
Image | Methods | IE | AG | SD | SF | SCD | VIF | \({\textrm{Q}^{\textrm{AB}/\textrm{F}}}\) | EI |
|---|---|---|---|---|---|---|---|---|---|
1 | Exp1 | 4.72 | 6.67 | 56.69 | 19.91 | 0.54 | 0.60 | 0.24 | 50.68 |
Exp2 | 5.02 | 9.72 | 65.34 | 24.61 | 0.73 | 0.61 | 0.45 | 71.66 | |
Exp3 | 5.10 | 9.98 | 67.08 | 25.01 | 0.74 | 0.62 | 0.46 | 72.78 | |
Exp4 | 4.97 | 7.29 | 58.69 | 20.66 | 0.55 | 0.78 | 0.25 | 68.00 | |
Exp5 | 5.75 | 11.27 | 80.20 | 30.89 | 1.14 | 0.81 | 0.78 | 97.73 | |
2 | Exp1 | 4.83 | 6.02 | 59.54 | 18.40 | 0.59 | 0.56 | 0.24 | 53.11 |
Exp2 | 5.41 | 10.11 | 60.86 | 26.08 | 0.72 | 0.58 | 0.38 | 70.64 | |
Exp3 | 5.11 | 8.96 | 61.38 | 27.54 | 0.74 | 0.60 | 0.38 | 70.79 | |
Exp4 | 5.09 | 7.17 | 60.46 | 19.97 | 0.60 | 0.78 | 0.26 | 70.10 | |
Exp5 | 5.92 | 11.70 | 79.68 | 34.34 | 1.06 | 0.80 | 0.78 | 101.06 | |
3 | Exp1 | 4.91 | 5.18 | 60.24 | 19.65 | 0.51 | 0.55 | 0.24 | 54.99 |
Exp2 | 5.47 | 10.31 | 64.28 | 25.36 | 0.58 | 0.58 | 0.38 | 70.53 | |
Exp3 | 5.19 | 10.20 | 64.61 | 26.94 | 0.60 | 0.61 | 0.39 | 71.83 | |
Exp4 | 5.15 | 5.80 | 62.03 | 20.77 | 0.55 | 0.79 | 0.25 | 70.97 | |
Exp5 | 5.97 | 12.00 | 79.06 | 31.69 | 1.14 | 0.80 | 0.78 | 103.67 |