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. 2021 Dec 29;141:105182. doi: 10.1016/j.compbiomed.2021.105182

Table 3.

Performance comparison of slice-level prediction models with different pretraining blocks.

Model Params. (M) Precision Accuracy Sensitivity Specificity AUC
ResNet50 9.63 0.965 0.981 0.997 0.966 0.983
Inception 9.92 0.939 0.923 0.900 0.945 0.973
DenseNet121 8.04 0.979 0.971 0.959 0.981 0.992

* Bold font indicates the highest value among the three models.