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Mar, 2020
使用卷积神经网络进行快速对称形变图像配准
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks
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Tony C. W. Mok, Albert C. S. Chung
TL;DR
本研究提出了一种新颖、高效的非监督对称图像配准方法,通过在微分同胚映射空间内最大化图像之间的相似度,同时估计正向和反向变换来实现高精度的配准,同时保持所需的微分同胚特性。
Abstract
diffeomorphic deformable image registration
is crucial in many medical image studies, as it offers unique, special properties including
topology preservation
and invertibility of the transformation. Recent deep l
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