Research Article

An Enhanced Technique of COVID-19 Detection and Classification Using Deep Convolutional Neural Network from Chest X-Ray and CT Images

Table 1

Details of X-ray and CT datasets before and after merging images.

TypeDatasetCOVID-19 imagesNormal imagesTotal images

X-rayCOVID-19 X-ray dataset5761,5832,159
COVID-19 Radiography Database3,61610,19213,808
Merged X-ray dataset4,19211,77515,967
CTSARS-COV-2 CT-scan dataset1,2521,2302,482
Large COVID-19 CT scan slice dataset7,5936,89314,686
Merged CT dataset8,8458,12317,168