Journal of Healthcare Engineering • Vol 2021
Bayesian Fully Convolutional Networks for Brain Image Registration
July 2021 • Kunpeng Cui, Panpan Fu, Yinghao Li, Yusong Lin
The purpose of medical image registration is to find geometric transformations that align two medical images so that the corresponding voxels on two images are spatially consistent. Nonrigid medical image registration is a key step in medical image processing, such as image comparison, data fusion, target recognition, and pathological change analysis. Existing registration methods only consider registration accuracy but largely neglect the uncertainty of registration results. In this work, a method based on the Ba…