Automatic Tissue Image Segmentation Based on Image Processing and Deep Learning

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Type</td><td class="align_center">VCH (%)</td><td class="align_center">MRI (%)</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">CSF</td><td class="align_center">37.65</td><td class="align_center">38.54<svg height="7.35473pt" id="M9" style="vertical-align:-0.3499303pt" version="1.1" viewbox="-0.0498162 -7.0048 17.9207 7.35473" width="17.9207pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,5.081,0)"><path d="M535 290V340H323V533H265V340H52V290H265V84H323V290H535ZM535 -22V28H52V-22H535Z"></path></g></svg>2.21</td></tr><tr><td class="align_left">GM</td><td class="align_center">27.08</td><td class="align_center">27.33<svg height="7.35473pt" id="M10" style="vertical-align:-0.3499303pt" version="1.1" viewbox="-0.0498162 -7.0048 17.9207 7.35473" width="17.9207pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,5.081,0)"><path d="M535 290V340H323V533H265V340H52V290H265V84H323V290H535ZM535 -22V28H52V-22H535Z"></path></g></svg>1.47</td></tr><tr><td class="align_left">WM</td><td class="align_center">12.35</td><td class="align_center">12.95<svg height="7.35473pt" id="M11" style="vertical-align:-0.3499303pt" version="1.1" viewbox="-0.0498162 -7.0048 17.9207 7.35473" width="17.9207pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,5.081,0)"><path d="M535 290V340H323V533H265V340H52V290H265V84H323V290H535ZM535 -22V28H52V-22H535Z"></path></g></svg>0.94</td></tr><tr><td class="align_left">Skull</td><td class="align_center">12.81</td><td class="align_center">11.32<svg height="7.35473pt" id="M12" style="vertical-align:-0.3499303pt" version="1.1" viewbox="-0.0498162 -7.0048 17.9207 7.35473" width="17.9207pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,5.081,0)"><path d="M535 290V340H323V533H265V340H52V290H265V84H323V290H535ZM535 -22V28H52V-22H535Z"></path></g></svg>1.33</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>A comparison of the percentage of each tissue in the brain.</div>

Journal of Healthcare Engineering

tab1

Table 1

Table 1: Automatic Tissue Image Segmentation Based on Image Processing and Deep Learning 