Neural networks : the official journal of the International Neural Network Society
Causality-driven dual-domain network enhanced by Gaussian splatting for magnetic resonance image reconstruction.
Tong Hou, Hongqing Zhu, Zhong Zheng, Kai Chen, Ying Wang, Bingcang Huang
Published: 202510.1016/j.neunet.2025.108472
Abstract
Magnetic resonance imaging (MRI) is a crucial tool in modern clinical diagnostics due to its non-invasive nature and high-resolution imaging capabilities. However, existing MRI reconstruction methods face two major challenges: (i) reconstruction arti…
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