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Table 5 Performance comparison with incomplete multi-view methods for diagnosis

From: GACDN: generative adversarial feature completion and diagnosis network for COVID-19

  ACC (%) SEN (%) SPE (%) AUC (%)
PVC 73.16 ± 5.71 87.89 ± 3.80 51.443 ± 1.53 69.67 ± 3.12
UEAF 88.61 ± 2.00 88.71 ± 2.42 88.55 ± 4.24 88.63 ± 2.24
IMC-GRMF 85.85 ± 2.77 88.59 ± 3.39 81.96 ± 2.91 85.27 ± 2.899
GAIN 88.36 ± 2.44 87.87 ± 2.18 83.838 ± 3.69 86.55 ± 2.68
AGC-IMC 88.69 ± 1.67 89.62 ± 2.56 87.34 ± 1.35 88.48 ± 1.79
GACDN 91.31 ± 1.12 91.62 ± 1.92 91.01 ± 2.31 91.32 ± 1.13