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. 2021 Feb 23;9:35501–35513. doi: 10.1109/ACCESS.2021.3061621

TABLE 9. Different Deep CNN Models Performance on Small Chest X-Ray Image Dataset.

Reference Model Datasize Accuracy
Hemdan et al. [32] VGG19 50 90%
Sethy & Behera [33] ResNet50+SVM 50 95%
Narin et al. [12] InceptionResNetV2 100 86%
Best model from Study One with 95% CI VGG16 InceptionResNetV2 MobileNetV2 50 72.2% – 100%
68.1% – 99.8%
72.2% – 100%