A High-Precision Classification Method of Mammary Cancer Based on Improved DenseNet Driven by an Attention Mechanism

<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">Algorithm name</td><td class="align_center">SENet without introducing optimization operations</td><td class="align_center">SENet introducing optimized operations</td><td class="align_center">Correct rate</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">DenseNet121</td><td class="align_left"></td><td class="align_left"></td><td class="align_center">91.05</td></tr><tr><td class="align_left">SEDensenet121</td><td class="align_center">✓</td><td class="align_left"></td><td class="align_center">97.85</td></tr><tr><td class="align_left">MFSCNet A</td><td class="align_left"></td><td class="align_center">✓</td><td class="align_center">99.48</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Computational and Mathematical Methods in Medicine

tab5

Table 5

Table 5: A High-Precision Classification Method of Mammary Cancer Based on Improved DenseNet Driven by an Attention Mechanism 