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Oct, 2018
利用自编码器正则化进行三维MRI脑肿瘤分割
3D MRI brain tumor segmentation using autoencoder regularization
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Andriy Myronenko
TL;DR
本研究利用编码器-解码器结构，结合变分自编码器总体约束方法，从大量的3D MRI数据中，实现了对脑肿瘤细分的自动化分割，并在BraTS 2018挑战中获得了第一名。
Abstract
automated segmentation
of
brain tumors
from 3D magnetic resonance images (MRIs) is necessary for the diagnosis, monitoring, and treatment planning of the disease. Manual delineation practices require anatomical k
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