Detection of Dendritic Spines Using Wavelet-Based Conditional Symmetric Analysis and Regularized Morphological Shared-Weight Neural Networks

<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 align="left">Methods</td><td align="center">ROI1</td><td align="center">15 images</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td align="left">Manual</td><td align="center">20</td><td align="center">2021</td></tr><tr><td align="left">ALS [<a href="/journals/cmmm/2015/454076/#B18">18</a>]</td><td align="center">13</td><td align="center">1750</td></tr><tr><td align="left">SRMSNN (proposed)</td><td align="center">19</td><td align="center">1987</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Detection result of ROI1 in Figure <a href="../fig8/">8</a> and 15 images in our database.

Computational and Mathematical Methods in Medicine

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Table 4

Table 4: Detection of Dendritic Spines Using Wavelet-Based Conditional Symmetric Analysis and Regularized Morphological Shared-Weight Neural Networks 

Table 4 | Detection of Dendritic Spines Using Wavelet-Based Conditional Symmetric Analysis and Regularized Morphological Shared-Weight Neural Networks 