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Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural Representation
International Conference on Learning Representations (ICLR), 2024
25 September 2024
Qing Wu
Chenhe Du
Xuanyu Tian
Jingyi Yu
Yuyao Zhang
Hongjiang Wei
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Papers citing
"Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural Representation"
25 / 25 papers shown
MotionTTT: 2D Test-Time-Training Motion Estimation for 3D Motion Corrected MRI
Neural Information Processing Systems (NeurIPS), 2024
Tobit Klug
Kun Wang
Stefan Ruschke
Reinhard Heckel
MedIm
266
2
0
14 Sep 2024
Deep Diffusion Image Prior for Efficient OOD Adaptation in 3D Inverse Problems
Hyungjin Chung
Jong Chul Ye
DiffM
344
21
0
15 Jul 2024
IMJENSE: Scan-specific Implicit Representation for Joint Coil Sensitivity and Image Estimation in Parallel MRI
IEEE Transactions on Medical Imaging (TMI), 2023
Rui-jun Feng
Qing Wu
Jie Feng
Huajun She
Chunlei Liu
Yuyao Zhang
Hongjiang Wei
273
49
0
21 Nov 2023
JSMoCo: Joint Coil Sensitivity and Motion Correction in Parallel MRI with a Self-Calibrating Score-Based Diffusion Model
Lixuan Chen
Xuanyu Tian
Jiangjie Wu
Rui-jun Feng
Guoyan Lao
Yuyao Zhang
Hongjiang Wei
MedIm
DiffM
285
2
0
14 Oct 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
227
13
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
231
14
0
24 Jul 2023
Implicit Neural Networks with Fourier-Feature Inputs for Free-breathing Cardiac MRI Reconstruction
IEEE Transactions on Computational Imaging (IEEE Trans. Comput. Imaging), 2023
Johannes F. Kunz
Stefan Ruschke
Reinhard Heckel
250
34
0
11 May 2023
Deep Learning for Retrospective Motion Correction in MRI: A Comprehensive Review
IEEE Transactions on Medical Imaging (TMI), 2023
Veronika Spieker
H. Eichhorn
Kerstin Hammernik
Daniel Rueckert
C. Preibisch
D. Karampinos
Julia A. Schnabel
MedIm
277
68
0
11 May 2023
CuNeRF: Cube-Based Neural Radiance Field for Zero-Shot Medical Image Arbitrary-Scale Super Resolution
IEEE International Conference on Computer Vision (ICCV), 2023
Zixuan Chen
Jianhuang Lai
Lingxiao Yang
Xiaohua Xie
MedIm
258
47
0
28 Mar 2023
Data Consistent Deep Rigid MRI Motion Correction
International Conference on Medical Imaging with Deep Learning (MIDL), 2023
Nalini Singh
Neel Dey
Malte Hoffmann
Bruce Fischl
E. Adalsteinsson
R. Frost
Adrian Dalca
Polina Golland
MedIm
200
31
0
25 Jan 2023
K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
Computer Vision and Pattern Recognition (CVPR), 2023
Sara Fridovich-Keil
Giacomo Meanti
Frederik Warburg
Benjamin Recht
Angjoo Kanazawa
VGen
532
862
0
24 Jan 2023
HexPlane: A Fast Representation for Dynamic Scenes
Computer Vision and Pattern Recognition (CVPR), 2023
Ang Cao
Justin Johnson
713
699
0
23 Jan 2023
Spatiotemporal implicit neural representation for unsupervised dynamic MRI reconstruction
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Jie Feng
Rui-jun Feng
Qing Wu
Zhiyong Zhang
Yuyao Zhang
Hongjiang Wei
285
67
0
31 Dec 2022
Neural Implicit k-Space for Binning-free Non-Cartesian Cardiac MR Imaging
Information Processing in Medical Imaging (IPMI), 2022
Wenqi Huang
Hongwei Bran Li
Jia Pan
G. Cruz
Daniel Rueckert
Kerstin Hammernik
463
52
0
16 Dec 2022
Local-to-Global Registration for Bundle-Adjusting Neural Radiance Fields
Computer Vision and Pattern Recognition (CVPR), 2022
Yue Chen
Xingyu Chen
Xuan Wang
Tao Gui
Yu-Xiao Guo
Ying Shan
Haiwei Yang
305
69
0
21 Nov 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding
ACM Transactions on Graphics (TOG), 2022
Thomas Müller
Alex Evans
Christoph Schied
A. Keller
1.4K
5,479
0
16 Jan 2022
NeRP: Implicit Neural Representation Learning with Prior Embedding for Sparsely Sampled Image Reconstruction
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Liyue Shen
John M. Pauly
Lei Xing
259
277
0
24 Aug 2021
IREM: High-Resolution Magnetic Resonance (MR) Image Reconstruction via Implicit Neural Representation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Qing Wu
Yuwei Li
Lan Xu
Rui-jun Feng
Hongjian Wei
Qing Yang
Boliang Yu
Xiaozhao Liu
Jingyi Yu
Yuyao Zhang
174
70
0
29 Jun 2021
NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction
Neural Information Processing Systems (NeurIPS), 2021
Peng Wang
Lingjie Liu
Yuan Liu
Christian Theobalt
Taku Komura
Wenping Wang
486
2,255
0
20 Jun 2021
BARF: Bundle-Adjusting Neural Radiance Fields
IEEE International Conference on Computer Vision (ICCV), 2021
Chen-Hsuan Lin
Wei-Chiu Ma
Antonio Torralba
Simon Lucey
680
855
0
13 Apr 2021
Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network
Qing Lyu
Hongming Shan
Yibin Xie
Debiao Li
Ge Wang
MedIm
208
47
0
23 Jun 2020
Frequency Principle: Fourier Analysis Sheds Light on Deep Neural Networks
Zhi-Qin John Xu
Yaoyu Zhang
Yaoyu Zhang
Yan Xiao
Zheng Ma
875
684
0
19 Jan 2019
On the Spectral Bias of Neural Networks
Nasim Rahaman
A. Baratin
Devansh Arpit
Felix Dräxler
Min Lin
Fred Hamprecht
Yoshua Bengio
Aaron Courville
656
2,062
0
22 Jun 2018
MoDL: Model Based Deep Learning Architecture for Inverse Problems
H. Aggarwal
M. Mani
M. Jacob
670
1,195
0
07 Dec 2017
Deep Learning with Domain Adaptation for Accelerated Projection-Reconstruction MR
Yoseob Han
J. Yoo
J. C. Ye
MedIm
OOD
329
242
0
03 Mar 2017
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