**5. Results: here are the result of in finding COVID-19 disease detection by integrating ECNN**

**Figure 2** shows the execution flow of the ECNN code on COVID-19 database analyzing time taken, accuracy, loss, Val\_Loss, Val\_Accuracy with respect to epochs.

The proposed model achieve the accuracy of 99% on the database collected and used from Kaggle, and UCI repositories (**Figure 3**).

**Figure 4** displays the CPU and related resources occupancy of computer during ECNN code execution on COVID-19 database.
