Table 5.
Accelerated scan | p-value | |||||
---|---|---|---|---|---|---|
Qualitative metrics | Reader | DNN-N2pros | TSE-N2pros | TSE-Conv | DNN-N2pros vs TSE-N2pros | DNN-N2pros vs TSE-Conv |
Overall image quality | ||||||
1 | 5 [5–5] | 3 [3–3] | 4 [4–4] | <0.001 | <0.001 | |
2 | 5 [5–5] | 4 [4–4] | 5 [5–5] | <0.001 | 0.083 | |
Perceived SNR | ||||||
1 | 5 [5–5] | 3 [3–3] | 4 [4–4] | <0.001 | <0.001 | |
2 | 5 [5–5] | 4 [4–4] | 5 [5–5] | <0.001 | 0.157 | |
Artifacts | ||||||
1 | 4 [3–4] | 3 [3–4] | 3 [3–4] | 0.041 | 0.005 | |
2 | 4 [4–5] | 4 [4–4] | 4 [4–4.25] | <0.001 | 0.102 | |
Sharpness | ||||||
Prostate | 1 | 5 [4–5] | 4 [4–4] | 4 [4–5] | <0.001 | 0.011 |
2 | 5 [5–5] | 4 [4–4] | 5 [5–5] | <0.001 | 0.317 | |
Seminal vesicle | 1 | 5 [4–5] | 4 [3–5] | 5 [4–5] | 0.001 | 0.132 |
2 | 5 [4–5] | 4 [4–4] | 5 [4–5] | <0.001 | 0.655 | |
Rectal wall | 1 | 5 [4–5] | 4 [4–4] | 4 [4–5] | <0.001 | 0.029 |
2 | 5 [4–5] | 4 [4–4] | 5 [4–5] | <0.001 | 0.739 | |
Urinary bladder | 1 | 4 [4–5] | 4 [4–4] | 4 [4–4.25] | <0.001 | 0.046 |
2 | 5 [4–5] | 4 [4–4] | 4 [4–5] | <0.001 | 0.034 | |
Obturator muscle | 1 | 5 [5–5] | 5 [4–5] | 5 [5–5] | 0.005 | 0.257 |
2 | 5 [5–5] | 4 [4–5] | 5 [5–5] | <0.001 | >0.999 |
N represents the number of acquisitions; DNN, a deep neural network; SNR, signal-to-noise ratio; TSE, turbo spin echo images; TSE-Conv, turbo spin echo images from conventional scans;pros, the prospective test set was acquired with accelerated scans.
Bold numbers indicate statistically significant p-value with Bonferroni correction (p < 0.05/2).