Lung Diseases Detection Using Various Deep Learning Algorithms

Table 3

Accuracy of our model with existing works related to cancer.

Authors	Dataset	Techniques	Accuracy	Specificity	Sensitivity
Lee et al. [32]	Annotated dataset-87	CNN	92.5	—	—
Tomassini et al. [33]	Planar data	CNN	74	—	81%
Wei et al. [34]	Annotated dataset-500 images	CNN	99.3	98.31	100
Desai and Shah [35]	Annotated dataset-1000 images	MLP	91.92	92.3	91
Hassantabar et al. [36]	Annotated dataset-682 images	CNN	93.20	99.71	96.09
Our proposed model	278 images	CNN	99.9	99.89	100