Cascaded parallel imaging for 3D deep learning reconstruction
Jingyuan Lyu1, Yongquan Ye1, Zhongqi Zhang1, Jian Xu1, Xiao Chen2, Terrence Chen2, Shanhui Sun2, and Eric Z. Chen2
1UIH America, Inc., Houston, TX, United States, 2United Imaging Intelligence, Cambridge, MA, United States
This study demonstrates the effects on image reconstruction by integrating a separate parallel imaging layer with the deep learning module. With such additional layer, deep learning reconstruction is flexible and reliable for highly under-sampled data.
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