Table 3.

Evaluation of proposed CNN and the fine-tuning trained models with preprocessing using proposed image enhancement.

Method	Image dataset	Accuracy %	Sensitivity %	Specificity %	Precision %	F1-Score %
Proposed customized CNN	X-Ray	98.60	98.40	98.50	98.30	98.35
	CT	98.80	98.50	98.40	98.60	98.55
Pre-trained VGG16Net	X-Ray	98.20	98.30	98.30	98.15	98.22
	CT scans	98.10	98.10	98.20	98.00	98.05
Pre-trained AlexNet	X-Ray	98.20	98.20	98.30	98.10	98.15
	CT scans	98.40	98.10	98.20	98.00	98.05