Improved Analysis of COVID-19 Influenced Pneumonia from the Chest X-Rays Using Fine-Tuned Residual Networks

<table class="table-group" id="tab8"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">ResNet version</td><td class="align_center">Number of parameters (in millions)</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">ResNet34</td><td class="align_center">21.8</td></tr><tr><td class="align_left">ResNet50</td><td class="align_center">25.6</td></tr><tr><td class="align_left">ResNet101</td><td class="align_center">44.5</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Number of parameters in ResNet versions [<a href="/journals/cin/2022/9414567/#B56" target="_blank">56</a>].</div>

Computational Intelligence and Neuroscience

tab8

Table 8

Table 8: Improved Analysis of COVID-19 Influenced Pneumonia from the Chest X-Rays Using Fine-Tuned Residual Networks 