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A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image
  Reconstruction
v1v2 (latest)

A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction

8 April 2017
Jo Schlemper
Jose Caballero
Joseph V. Hajnal
Anthony N. Price
Daniel Rueckert
ArXiv (abs)PDFHTML

Papers citing "A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction"

50 / 341 papers shown
Equivariant Deep Equilibrium Models for Imaging Inverse Problems
Equivariant Deep Equilibrium Models for Imaging Inverse Problems
Alexander Mehta
Ruangrawee Kitichotkul
Vivek K Goyal
Julián Tachella
194
1
0
24 Nov 2025
Predicting before Reconstruction: A generative prior framework for MRI acceleration
Predicting before Reconstruction: A generative prior framework for MRI acceleration
Juhyung Park
Rokgi Hong
Roh-Eul Yoo
Jaehyeon Koo
S. Chun
S. Choi
Jongho Lee
MedIm
209
0
0
22 Oct 2025
Time-Embedded Algorithm Unrolling for Computational MRI
Time-Embedded Algorithm Unrolling for Computational MRI
Junno Yun
Yasar Utku Alçalar
Mehmet Akçakaya
167
3
0
18 Oct 2025
SWIR-LightFusion: Multi-spectral Semantic Fusion of Synthetic SWIR with Thermal IR (LWIR/MWIR) and RGB
SWIR-LightFusion: Multi-spectral Semantic Fusion of Synthetic SWIR with Thermal IR (LWIR/MWIR) and RGB
M. Hussain
Ma Van Linh
Zubia Naz
Unse Fatima
Yeongmin Ko
M. Jeon
192
0
0
15 Oct 2025
CUTE-MRI: Conformalized Uncertainty-based framework for Time-adaptivE MRI
CUTE-MRI: Conformalized Uncertainty-based framework for Time-adaptivE MRI
Paul Fischer
Jan Nikolas Morshuis
Thomas Kustner
Christian F. Baumgartner
204
2
0
20 Aug 2025
KP-INR: A Dual-Branch Implicit Neural Representation Model for Cardiac Cine MRI Reconstruction
KP-INR: A Dual-Branch Implicit Neural Representation Model for Cardiac Cine MRI Reconstruction
Donghang Lyu
Marius Staring
M. Doneva
Hildo J. Lamb
Nicola Pezzotti
152
0
0
16 Aug 2025
PrIINeR: Towards Prior-Informed Implicit Neural Representations for Accelerated MRI
PrIINeR: Towards Prior-Informed Implicit Neural Representations for Accelerated MRI
Ziad Al-Haj Hemidi
Eytan Kats
Mattias P. Heinrich
AI4CE
230
0
0
11 Aug 2025
HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction
HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction
Hongli Chen
Pengcheng Fang
Yuxia Chen
Yingxuan Ren
Jing Hao
Fangfang Tang
Xiaohao Cai
Shanshan Shan
Yifan Zhang
Mamba
251
2
0
07 Aug 2025
MRpro - open PyTorch-based MR reconstruction and processing package
MRpro - open PyTorch-based MR reconstruction and processing package
F. Zimmermann
Patrick Schuenke
Christoph S. Aigner
Bill A. Bernhardt
Mara Guastini
...
Catarina Redshaw Kranich
Jakob Schattenfroh
David Schote
Yanglei Wu
C. Kolbitsch
173
1
0
30 Jul 2025
From Coarse to Continuous: Progressive Refinement Implicit Neural Representation for Motion-Robust Anisotropic MRI Reconstruction
From Coarse to Continuous: Progressive Refinement Implicit Neural Representation for Motion-Robust Anisotropic MRI Reconstruction
Zhenxuan Zhang
Lipei Zhang
Yanqi Cheng
Zi Wang
Fanwen Wang
...
Jiahao Huang
Angelica I Aviles-Rivero
Zhifan Gao
Guang Yang
Peter J. Lally
OODMedIm
381
1
0
19 Jun 2025
Sparsity-Driven Parallel Imaging Consistency for Improved Self-Supervised MRI Reconstruction
Sparsity-Driven Parallel Imaging Consistency for Improved Self-Supervised MRI ReconstructionInternational Conference on Information Photonics (ICIP), 2025
Yasar Utku Alçalar
Mehmet Akçakaya
215
4
0
30 May 2025
Edge Computing for Physics-Driven AI in Computational MRI: A Feasibility Study
Edge Computing for Physics-Driven AI in Computational MRI: A Feasibility Study
Yasar Utku Alçalar
Yu Cao
Mehmet Akçakaya
236
1
0
30 May 2025
Deep Learning Assisted Outer Volume Removal for Highly-Accelerated Real-Time Dynamic MRI
Deep Learning Assisted Outer Volume Removal for Highly-Accelerated Real-Time Dynamic MRI
Merve Gülle
Sebastian Weingärtner
Mehmet Akçakaya
469
2
0
01 May 2025
Accelerated Patient-specific Non-Cartesian MRI Reconstruction using Implicit Neural Representations
Accelerated Patient-specific Non-Cartesian MRI Reconstruction using Implicit Neural RepresentationsInternational Journal of Radiation Oncology, Biology, Physics (IJROBP), 2025
Di Xu
Hengjie Liu
Xin Miao
D. O’Connor
Jessica E. Scholey
...
Michael Ohliger
Hui Lin
Dan Ruan
Yang Yang
K. Sheng
MedIm
300
0
0
07 Mar 2025
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* MappingJournal of Mathematical Imaging and Vision (JMIV), 2022
Xiaojian Xu
Weijie Gan
Satya V. V. N. Kothapalli
D. Yablonskiy
Ulugbek S. Kamilov
MedIm
377
7
0
21 Feb 2025
UPCMR: A Universal Prompt-guided Model for Random Sampling Cardiac MRI Reconstruction
UPCMR: A Universal Prompt-guided Model for Random Sampling Cardiac MRI Reconstruction
Donghang Lyu
Chinmay Rao
Marius Staring
M. Osch
M. Doneva
Hildo J. Lamb
Nicola Pezzotti
266
3
0
18 Feb 2025
JotlasNet: Joint Tensor Low-Rank and Attention-based Sparse Unrolling Network for Accelerating Dynamic MRI
JotlasNet: Joint Tensor Low-Rank and Attention-based Sparse Unrolling Network for Accelerating Dynamic MRIMagnetic Resonance Imaging (MRI), 2025
Yinghao Zhang
Haiyan Gui
Ningdi Yang
Yue Hu
378
4
0
17 Feb 2025
Exploring Siamese Networks in Self-Supervised Fast MRI Reconstruction
Exploring Siamese Networks in Self-Supervised Fast MRI Reconstruction
Liyan Sun
Shaocong Yu
Chi Zhang
Xinghao Ding
SSL
276
0
0
18 Jan 2025
Comprehensive Examination of Unrolled Networks for Solving Linear Inverse Problems
Comprehensive Examination of Unrolled Networks for Solving Linear Inverse Problems
Eric Chen
Xi Chen
A. Maleki
S. Jalali
481
3
0
08 Jan 2025
Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency
  Modulation, Spatial Purification, and Scale Diversification
Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale DiversificationAAAI Conference on Artificial Intelligence (AAAI), 2024
Yucong Meng
Zhiwei Yang
Yonghong Shi
Zhijian Song
312
7
0
14 Dec 2024
Continuous K-space Recovery Network with Image Guidance for Fast MRI Reconstruction
Yucong Meng
Zhiwei Yang
Minghong Duan
Yonghong Shi
Zhijian Song
444
1
0
18 Nov 2024
Zero-shot Dynamic MRI Reconstruction with Global-to-local Diffusion
  Model
Zero-shot Dynamic MRI Reconstruction with Global-to-local Diffusion Model
Yu Guan
Kunlong Zhang
Qi Qi
Dong Wang
Ziwen Ke
Shaoyu Wang
Dong Liang
Qiegen Liu
MedIm
325
1
0
06 Nov 2024
HyperCMR: Enhanced Multi-Contrast CMR Reconstruction with Eagle Loss
HyperCMR: Enhanced Multi-Contrast CMR Reconstruction with Eagle Loss
Ruru Xu
Caner Ozer
I. Oksuz
328
4
0
04 Oct 2024
Deep-ER: Deep Learning ECCENTRIC Reconstruction for fast high-resolution neurometabolic imaging
Deep-ER: Deep Learning ECCENTRIC Reconstruction for fast high-resolution neurometabolic imagingNeuroImage (NeuroImage), 2024
Paul Weiser
Georg Langs
W. Bogner
Stanislav Motyka
Bernhard Strasser
...
Tracy Batchelor
Daniel Cahill
Malte Hoffmann
Antoine Klauser
Ovidiu C. Andronesi
316
2
0
26 Sep 2024
A Unified Deep Learning Framework for Motion Correction in Medical Imaging
A Unified Deep Learning Framework for Motion Correction in Medical Imaging
Jian Wang
Razieh Faghihpirayesh
Danny Joca
Polina Golland
Ali Gholipour
556
0
0
21 Sep 2024
A Plug-and-Play Method for Guided Multi-contrast MRI Reconstruction based on Content/Style Modeling
A Plug-and-Play Method for Guided Multi-contrast MRI Reconstruction based on Content/Style Modeling
Chinmay Rao
M. Osch
Nicola Pezzotti
J. de Bresser
Laurens Beljaards
...
E. Weerdt
Huangling Lu
M. Doneva
Marius Staring
Marius Staring
661
2
0
20 Sep 2024
Reliable Deep Diffusion Tensor Estimation: Rethinking the Power of
  Data-Driven Optimization Routine
Reliable Deep Diffusion Tensor Estimation: Rethinking the Power of Data-Driven Optimization Routine
Jialong Li
Zhicheng Zhang
Yunwei Chen
Qiqi Lu
Ye Wu
Xiaoming Liu
QianJin Feng
Yanqiu Feng
Xinyuan Zhang
DiffMMedIm
210
0
0
04 Sep 2024
TC-KANRecon: High-Quality and Accelerated MRI Reconstruction via Adaptive KAN Mechanisms and Intelligent Feature Scaling
TC-KANRecon: High-Quality and Accelerated MRI Reconstruction via Adaptive KAN Mechanisms and Intelligent Feature Scaling
Ruiquan Ge
Xiao Yu
Yifei Chen
Fan Jia
Shenghao Zhu
...
Dong Zeng
Dong Zeng
Qiegen Liu
S. Niu
Shanzhou Niu
MedIm
345
8
0
11 Aug 2024
Non-Asymptotic Uncertainty Quantification in High-Dimensional Learning
Non-Asymptotic Uncertainty Quantification in High-Dimensional Learning
Frederik Hoppe
C. M. Verdun
Hannah Laus
Felix Krahmer
Holger Rauhut
UQCV
346
4
0
18 Jul 2024
Adaptive Compressed Sensing with Diffusion-Based Posterior Sampling
Adaptive Compressed Sensing with Diffusion-Based Posterior Sampling
Noam Elata
T. Michaeli
Michael Elad
DiffMMedIm
338
15
0
11 Jul 2024
Accelerated Proton Resonance Frequency-based Magnetic Resonance
  Thermometry by Optimized Deep Learning Method
Accelerated Proton Resonance Frequency-based Magnetic Resonance Thermometry by Optimized Deep Learning Method
Sijie Xu
Shenyan Zong
Chang-Sheng Mei
Guofeng Shen
Yueran Zhao
He Wang
AI4CE
210
1
0
03 Jul 2024
Attention Incorporated Network for Sharing Low-rank, Image and K-space
  Information during MR Image Reconstruction to Achieve Single Breath-hold
  Cardiac Cine Imaging
Attention Incorporated Network for Sharing Low-rank, Image and K-space Information during MR Image Reconstruction to Achieve Single Breath-hold Cardiac Cine Imaging
Siying Xu
Kerstin Hammernik
Andreas Lingg
Jens Kuebler
Patrick Krumm
Daniel Rueckert
S. Gatidis
T. Kuestner
301
15
0
03 Jul 2024
A Brief Overview of Optimization-Based Algorithms for MRI Reconstruction
  Using Deep Learning
A Brief Overview of Optimization-Based Algorithms for MRI Reconstruction Using Deep Learning
Wanyu Bian
286
7
0
03 Jun 2024
Erase to Enhance: Data-Efficient Machine Unlearning in MRI
  Reconstruction
Erase to Enhance: Data-Efficient Machine Unlearning in MRI Reconstruction
Yuyang Xue
Jingshuai Liu
Jingyu Sun
Sotirios A. Tsaftaris
MU
251
2
0
24 May 2024
Paired Conditional Generative Adversarial Network for Highly Accelerated
  Liver 4D MRI
Paired Conditional Generative Adversarial Network for Highly Accelerated Liver 4D MRI
Di Xu
Xin Miao
Hengjie Liu
Jessica E. Scholey
Wensha Yang
...
Michael Ohliger
Hui Lin
Yi Lao
Yang Yang
Ke Sheng
MedIm
219
6
0
20 May 2024
DP-MDM: Detail-Preserving MR Reconstruction via Multiple Diffusion
  Models
DP-MDM: Detail-Preserving MR Reconstruction via Multiple Diffusion ModelsPhysics in Medicine and Biology (PMB), 2024
Mengxiao Geng
Jiahao Zhu
Xiaolin Zhu
Qiqing Liu
Dong Liang
Qiegen Liu
MedIm
278
6
0
09 May 2024
Joint Edge Optimization Deep Unfolding Network for Accelerated MRI
  Reconstruction
Joint Edge Optimization Deep Unfolding Network for Accelerated MRI ReconstructionIEEE Transactions on Computational Imaging (TCI), 2024
Yue Cai
Yu Luo
Jie Ling
Shun Yao
290
8
0
09 May 2024
Score-based Generative Priors Guided Model-driven Network for MRI
  Reconstruction
Score-based Generative Priors Guided Model-driven Network for MRI ReconstructionBiomedical Signal Processing and Control (BSPC), 2024
Xiaoyu Qiao
Weisheng Li
Bin Xiao
Yuping Huang
Lijian Yang
DiffM
355
6
0
05 May 2024
ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency
  to facilitate Artificial Intelligence applications from acquisition to
  analysis in Magnetic Resonance Imaging
ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging
D. Karkalousos
Ivana Išgum
Henk A. Marquering
M. Caan
242
1
0
30 Apr 2024
X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models
X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models
Emmanuelle Bourigault
Abdullah Hamdi
Amir Jamaludin
MedIm
577
7
0
30 Apr 2024
Invertible Diffusion Models for Compressed Sensing
Invertible Diffusion Models for Compressed Sensing
Bin Chen
Ying Tai
Weiqi Li
Chen Zhao
Jiwen Yu
Shijie Zhao
Jie Chen
Jian Zhang
DiffM
606
23
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25 Mar 2024
Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI
Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI
Zi Wang
Min Xiao
Yirong Zhou
Chengyan Wang
Naiming Wu
...
Congbo Cai
He Wang
D. Guo
Guang Yang
Xiaobo Qu
371
12
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24 Feb 2024
Analysis of Deep Image Prior and Exploiting Self-Guidance for Image
  Reconstruction
Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction
Shijun Liang
Evan Bell
Qing Qu
Rongrong Wang
S. Ravishankar
279
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0
06 Feb 2024
Robustness of Deep Learning for Accelerated MRI: Benefits of Diverse
  Training Data
Robustness of Deep Learning for Accelerated MRI: Benefits of Diverse Training DataInternational Conference on Machine Learning (ICML), 2023
Kang Lin
Reinhard Heckel
OOD
244
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16 Dec 2023
Robust MRI Reconstruction by Smoothed Unrolling (SMUG)
Robust MRI Reconstruction by Smoothed Unrolling (SMUG)IEEE Journal on Selected Topics in Signal Processing (JSTSP), 2023
Shijun Liang
Van Hoang Minh Nguyen
Jinghan Jia
Ismail Alkhouri
Sijia Liu
S. Ravishankar
350
2
0
12 Dec 2023
DiffCMR: Fast Cardiac MRI Reconstruction with Diffusion Probabilistic
  Models
DiffCMR: Fast Cardiac MRI Reconstruction with Diffusion Probabilistic Models
Tianqi Xiang
Wenjun Yue
Yiqun Lin
Jiewen Yang
Zhenkun Wang
Xiaomeng Li
DiffMMedIm
174
5
0
08 Dec 2023
Unsupervised Adaptive Implicit Neural Representation Learning for
  Scan-Specific MRI Reconstruction
Unsupervised Adaptive Implicit Neural Representation Learning for Scan-Specific MRI Reconstruction
Junwei Yang
Pietro Lio
220
2
0
01 Dec 2023
Dual-Domain Multi-Contrast MRI Reconstruction with Synthesis-based
  Fusion Network
Dual-Domain Multi-Contrast MRI Reconstruction with Synthesis-based Fusion Network
Junwei Yang
Pietro Lio
MedIm
200
1
0
01 Dec 2023
Efficient Model-Based Deep Learning via Network Pruning and Fine-Tuning
Efficient Model-Based Deep Learning via Network Pruning and Fine-TuningJournal of Mathematical Imaging and Vision (JMIV), 2023
Chicago Y. Park
Weijie Gan
Zihao Zou
Yuyang Hu
Zhixin Sun
Ulugbek S. Kamilov
355
0
0
03 Nov 2023
Low-Dose CT Image Enhancement Using Deep Learning
Low-Dose CT Image Enhancement Using Deep Learning
Ahmet Demir
mohamad melad ali ashames
Ö. N. Gerek
S. Ergin
Mehmet Fidan
Mehmet Koç
M. B. Gülmezoglu
A. Barkana
C. Calisir
229
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