Imran Arshad Choudhry

5. Ablation Study In this part, we examine the effects of removing depth-wise separable convolutional layers from our model architecture through the first ablation research. These layers, which are renowned for their effectiveness in lowering computing complexity and model parameters, have been crucial to our COVID-19 detection strategy.

SECTION II. Background Related Work Apart from direct diagnosis and lesion detection, the CBMIR system is another frequently utilized approach for examining medical images. CBMIR operates by utilizing the image itself to conduct a search on large datasets, rather than using keywords or database structure for queries.