Deep Learning Approaches for Detecting Pneumonia in COVID-19 Patients by Analyzing Chest X-Ray Images

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Disease</td><td class="align_center">Precision (%)</td><td class="align_center">Recall (%)</td><td class="align_center"><i>F</i>1-score (%)</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">COVID-19</td><td class="align_center">99</td><td class="align_center">81</td><td class="align_center">89</td></tr><tr><td class="align_left">Normal</td><td class="align_center">83</td><td class="align_center">91</td><td class="align_center">87</td></tr><tr><td class="align_left">Pneumonia</td><td class="align_center">95</td><td class="align_center">93</td><td class="align_center">94</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Performance score on test data.</div>

Mathematical Problems in Engineering

tab5

Table 5

Table 5: Deep Learning Approaches for Detecting Pneumonia in COVID-19 Patients by Analyzing Chest X-Ray Images 