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. 2023 Jan 3;15(1):314. doi: 10.3390/cancers15010314

Table 2.

Comparative analysis of the existing classification models for pulmonary diseases using lung scans and X-rays.

Methodology Dataset Accuracy %
VGG16 [31] 455 X-rays 82.2%
VGG-16 [32] 1428 X-ray 92%
VGG16, SVM [33] 718 CT scans 83.5%
CovXNets [34] 305 X-rays 80.2%
RCNN, ResNet, ResNet101 [35] 669 CT scans 83%
SVM [36] 1380 CT scans 63%
VGG-16 [37] 1428 CT scans 82.5%