Spatiotemporal implicit neural representation for unsupervised dynamic
MRI reconstruction

Spatiotemporal implicit neural representation for unsupervised dynamic MRI reconstruction

31 December 2022

Papers citing "Spatiotemporal implicit neural representation for unsupervised dynamic MRI reconstruction"

14 / 14 papers shown

Title
Hybrid Learning: A Novel Combination of Self-Supervised and Supervised Learning for MRI Reconstruction without High-Quality Training Reference Haoyang Pei Ding Xia Xiang Xu William Moore Yao Wang Hersh Chandarana Li Feng 42 0 0 09 May 2025
Explicit and Implicit Representations in AI-based 3D Reconstruction for Radiology: A Systematic Review Yuezhe Yang Boyu Yang Yaqian Wang Yang He Xingbo Dong Zhe Jin 52 0 0 15 Apr 2025
RSR-NF: Neural Field Regularization by Static Restoration Priors for Dynamic Imaging Berk Iskender Sushan Nakarmi Nitin Daphalapurkar M. Klasky Y. Bresler 51 1 0 13 Mar 2025
MR-EIT: Multi-Resolution Reconstruction for Electrical Impedance Tomography via Data-Driven and Unsupervised Dual-Mode Neural Networks Fangming Shi Jinzhen Liu Xiangqian Meng Yapeng Zhou Hui Xiong 46 0 0 02 Mar 2025
Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural Representation Qing Wu Chenhe Du Xuanyu Tian Jingyi Yu Yuyao Zhang Hongjiang Wei 43 1 0 25 Sep 2024
Enhancing Dynamic CT Image Reconstruction with Neural Fields Through Explicit Motion Regularizers Pablo Arratia Matthias Ehrhardt Lisa Kreusser 41 0 0 03 Jun 2024
RSTAR: Rotational Streak Artifact Reduction in 4D CBCT using Separable and Circular Convolutions Ziheng Deng Hua Chen Haibo Hu Zhiyong Xu Tianling Lyu Yan Xi Yang Chen Jun Zhao 33 0 0 25 Mar 2024
NeuRBF: A Neural Fields Representation with Adaptive Radial Basis Functions Zhaoyu Chen Zhong Li Liangchen Song Lele Chen Jingyi Yu Junsong Yuan Yinghao Xu 33 57 0 27 Sep 2023
ICoNIK: Generating Respiratory-Resolved Abdominal MR Reconstructions Using Neural Implicit Representations in k-Space Veronika Spieker Wenqi Huang H. Eichhorn Jonathan K. Stelter K. Weiss V. Zimmer R. Braren D. Karampinos Kerstin Hammernik Julia A. Schnabel MedIm 32 9 0 17 Aug 2023
Unsupervised reconstruction of accelerated cardiac cine MRI using Neural Fields Tabita Catalán Matías Courdurier A. Osses René M. Botnar F. Sahli Costabal Claudia Prieto 44 7 0 24 Jul 2023
Implicit Neural Networks with Fourier-Feature Inputs for Free-breathing Cardiac MRI Reconstruction Johannes F. Kunz Stefan Ruschke Reinhard Heckel 40 15 0 11 May 2023
Deep Learning for Retrospective Motion Correction in MRI: A Comprehensive Review Veronika Spieker H. Eichhorn Kerstin Hammernik Daniel Rueckert C. Preibisch D. Karampinos Julia A. Schnabel MedIm 36 33 0 11 May 2023
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 203 1,246 0 22 Jul 2020
Deep Learning with Domain Adaptation for Accelerated Projection-Reconstruction MR Yoseob Han J. Yoo J. C. Ye MedIm OOD 111 231 0 03 Mar 2017