Improved UNet Deep Learning Model for Automatic Detection of Lung Cancer Nodules

Table 1

Comparison of performance of the proposed model with other models.

Methods	Sensitivity	Error	Accuracy	Specificity
Proposed method	98.4	1.6	95.5	97.1
ResNet101	92.9	12.0	89.1	88.3
ResNet-18	93.4	6.6	89.3	68.5
GoogLeNet	71.5	31.8	68.2	48.2
AlexNet	92.7	11.4	88.6	72.7
VGG-19	91.6	17.3	82.7	73.6