An Effective Deep Learning Model for Health Monitoring and Detection of COVID-19 Infected Patients: An End-to-End Solution

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Model</td><td class="align_center">Time to predict 200 images (s)</td><td class="align_center">Time to predict a single image (s)</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">DenseNet121</td><td class="align_center">18.85</td><td class="align_center">0.09</td></tr><tr><td class="align_left">ResNet18</td><td class="align_center">10.13</td><td class="align_center">0.05</td></tr><tr><td class="align_left">SqueezeNet</td><td class="align_center">9.90</td><td class="align_center">0.04</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Computational Intelligence and Neuroscience

tab4

Table 4

Table 4: An Effective Deep Learning Model for Health Monitoring and Detection of COVID-19 Infected Patients: An End-to-End Solution 