Classification of COVID-19 and Influenza Patients Using Deep Learning

Table 1

Comparison table of related work.

Author	Dataset	Disease	Technique	Accuracy (%)
Kumar Nath et al. [1]	Chest X-ray and CT images	COVID-19	Deep learning	X-ray images: 99.68; CT images: 71.81
Henzel et al. [17]	Questionnaires	COVID-19	Machine learning	-
Bernese et al. [18]	X-ray images	COVID-19	Deep learning	96.7
Goto et al. [19]	Viruses and cells	Influenza	HA cleavage	-
Khan et al. [20]	Custom data	Influenza	Machine learning	90
Yin et al. [21]	Time-series data of influenza	Influenza	Deep learning	98-99
Guo, X., et al. [22]	Chest CT images	COVID-19 and influenza	Machine learning	96.6
Taj et al. [24]	Time series data of influenza	COVID-19	Deep learning, machine learning	-
Hammoudi et al. [25]	Chest X-ray images	COVID-19	Deep learning	95.7
Kassania et al. [13]	X-ray and CT images of chest	COVID-19	Deep learning	98
Cabitza et al. [14]	Blood test data	COVID-19	Machine learning	90
Saygili et al. [26]	X-ray and CT images of chest	COVID-19	Machine learning	98
M. Ismael and Sengur [15]	Chest X-ray images	COVID-19	Deep learning	94.7