An Efficient CNN Model for COVID-19 Disease Detection Based on X-Ray Image Classification

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Evaluation parameters</td><td class="align_center">Score</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Accuracy</td><td class="align_center">0.995</td></tr><tr><td class="align_left">Precision</td><td class="align_center">1.000</td></tr><tr><td class="align_left">Sensitivity</td><td class="align_center">0.990</td></tr><tr><td class="align_left">Specificity</td><td class="align_center">1.000</td></tr><tr><td class="align_left"><i>F</i><sub>1</sub> score</td><td class="align_center">0.994</td></tr><tr><td class="align_left">ROC AUC</td><td class="align_center">0.990</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Model performance on independent validation data.</div>

Complexity

tab5

Table 5

Table 5: An Efficient CNN Model for COVID-19 Disease Detection Based on X-Ray Image Classification 