Computational Intelligence and Healthcare Informatics. Группа авторов

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СКАЧАТЬ Sensitivity PPV NPV AUC Recall Precision [23] DenseNet121 0.572–0.842 0.574 –0.942 - - - - - - - [67] AlexNet (S) 0.9684 0.9023 87.99 92.65 87.94 90.68 - - - VGG16 (S) 0.9742 0.9228 91.46 93.42 91.18 93.63 - - - VGG19 (S) 0.9757 0.9161 88.86 94.49 88.90 94.46 - - - DenseNet121(S) 0.9801 0.9248 90.01 95.10 90.00 95.11 - - - ResNet18 (S) 0.9766 0.9099 85.09 96.63 85.97 96.52 - - - Inceptionv3(S) 0.9796 0.9225 89.58 95.08 89.58 95.08 - - - ResNet50 (S) 0.9775 0.9233 90.59 94.32 90.43 94.42 - - - [7] VDSNet 0.73 0.68 - - - - 0.74 0.63 0.69 [10] DualCheXNet - - - - - - 0.823 - - [2] CNN 0.9240 - - - - - - - - BPNN 0.8004 - - - - - - - - CpNN 0.8957 - - - - - - - - [8] U-Net 0.94 - - - - - - - - [47] Ensemble CNN 0.940 [51] STN based CNN 0.96 0.651 - - - - - 0.60 СКАЧАТЬ