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. 2021 May 7;108:107490. doi: 10.1016/j.asoc.2021.107490

Table 5.

Quantitative results of the proposed network including the ablated performance of each subnetwork.

Dataset Network ACC ± std F1 ± std AP ± std AR ± std AUC ± std
CT ShuffleNet 91.65 ± 6.14 91.52 ± 6.10 92.69 ± 4.41 90.40 ± 7.68 95.61 ± 5.61
MobileNet 92.95 ± 5.25 92.85 ± 5.27 93.81 ± 3.93 91.90 ± 6.57 96.51 ± 3.68
MobShufNet 93.11 ± 7.64 93.07 ± 7.46 94.25 ± 5.25 92.00 ± 9.43 96.57 ± 5.82
Proposed 94.72±4.76 94.60±4.75 95.22±3.63 94.00±5.82 97.50±4.17

X-ray ShuffleNet 94.97 ± 0.40 95.03 ± 0.46 94.81 ± 0.41 95.30 ± 0.51 97.53 ± 0.38
MobileNet 94.65 ± 1.49 94.68 ± 1.58 94.51 ± 1.42 94.90 ± 1.74 97.51 ± 0.46
MobShufNet 95.07 ± 1.39 95.10 ± 1.46 94.91 ± 1.35 95.30 ± 1.58 97.69 ± 0.42
Proposed 95.83±0.25 95.94±0.28 95.68±0.26 96.20±0.29 97.99±0.14