A Novel Brain Image Segmentation Method Using an Improved 3D U-Net Model

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Configuration</td><td class="align_center">Details</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Operating system</td><td class="align_center">Windows10 DircetX12 64</td></tr><tr><td class="align_left">RAM</td><td class="align_center">32G</td></tr><tr><td class="align_left">Processor</td><td class="align_center">Intel core i7-87003</td></tr><tr><td class="align_left">Graphics card</td><td class="align_center">Nvidia GeForce GTx 1080Ti</td></tr><tr><td class="align_left">Programming framework</td><td class="align_center">PyTorch</td></tr><tr><td class="align_left">Architecture platform</td><td class="align_center">CUDA8.0</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Scientific Programming

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Table 1

Table 1: A Novel Brain Image Segmentation Method Using an Improved 3D U-Net Model 