Table 8.

Referenced literature that considered machine-learning-based COVID-19 disease diagnosis.

Study	Contributions	Algorithm	Dataset	Data Type	Performance Evaluation
[94]	COVID-19 disease detection	CNN	Mixed dataset	Image	Accuracy—90%
[91]	COVID-19 disease detection	CNN	Mixed dataset	Image	Accuracy—98.5%
[101]	COVID-19 disease detection	CNN	Mixed dataset	Image	Accuracy—86%
[102]	COVID-19 disease detection	CNN	Cohen’s dataset	Image	Accuracy—94.1%
[6]	COVID-19 disease detection and image segmentation	CNN	Cohen’s dataset	Image and Tabular	Accuracy—95.38%