Browse State-of-the-Art › MRI Reconstruction › Papers, page 3
MRI Reconstruction
Papers archive 2025-07-28
archive papers tagged: 441 · with a code link: 198 · where Syntology ran a sample: 25 (21 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (25 of 441 tagged: 21 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)
Page 3 of 5: papers 201 to 300 of 441, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
-
DUN-SRE: Deep Unrolling Network with Spatiotemporal Rotation Equivariance for Dynamic MRI Reconstruction12 Jun 2025 0 repositories listed
-
Low-Rank Augmented Implicit Neural Representation for Unsupervised High-Dimensional Quantitative MRI Reconstruction10 Jun 2025 0 repositories listed
-
Implicit Neural Representation-Based MRI Reconstruction Method with Sensitivity Map Constraints6 Jun 2025 0 repositories listed
-
Edge Computing for Physics-Driven AI in Computational MRI: A Feasibility Study30 May 2025 0 repositories listed
-
Sparsity-Driven Parallel Imaging Consistency for Improved Self-Supervised MRI Reconstruction30 May 2025 0 repositories listed
-
Parameter-Free Bio-Inspired Channel Attention for Enhanced Cardiac MRI Reconstruction29 May 2025 0 repositories listed
-
SUFFICIENT: A scan-specific unsupervised deep learning framework for high-resolution 3D isotropic fetal brain MRI reconstruction23 May 2025 0 repositories listed
-
Non-rigid Motion Correction for MRI Reconstruction via Coarse-To-Fine Diffusion Models21 May 2025 0 repositories listed
-
Meta-learning Slice-to-Volume Reconstruction in Fetal Brain MRI using Implicit Neural Representations14 May 2025 0 repositories listed
-
Hybrid Learning: A Novel Combination of Self-Supervised and Supervised Learning for MRI Reconstruction without High-Quality Training Reference9 May 2025 0 repositories listed
-
Smooth optimization algorithms for global and locally low-rank regularizers9 May 2025 0 repositories listed
-
A New k-Space Model for Non-Cartesian Fourier Imaging8 May 2025 0 repositories listed
-
Deep Unrolled Meta-Learning for Multi-Coil and Multi-Modality MRI with Adaptive Optimization8 May 2025 0 repositories listed
-
MoRe-3DGSMR: Motion-resolved reconstruction framework for free-breathing pulmonary MRI based on 3D Gaussian representation8 May 2025 0 repositories listed
-
Efficient Noise Calculation in Deep Learning-based MRI Reconstructions4 May 2025 0 repositories listed
-
Learned Primal Dual Splitting for Self-Supervised Noise-Adaptive MRI Reconstruction21 Apr 2025 0 repositories listed
-
D2SA: Dual-Stage Distribution and Slice Adaptation for Efficient Test-Time Adaptation in MRI Reconstruction25 Mar 2025 0 repositories listed
-
Dual-domain Multi-path Self-supervised Diffusion Model for Accelerated MRI Reconstruction24 Mar 2025 0 repositories listed
-
SNRAware: Improved Deep Learning MRI Denoising with SNR Unit Training and G-factor Map Augmentation23 Mar 2025 0 repositories listed
-
How Should We Evaluate Uncertainty in Accelerated MRI Reconstruction?13 Mar 2025 0 repositories listed
-
A Comprehensive Survey on Magnetic Resonance Image Reconstruction10 Mar 2025 0 repositories listed
-
Accelerated Patient-specific Non-Cartesian MRI Reconstruction using Implicit Neural Representations7 Mar 2025 0 repositories listed
-
Lightweight Hypercomplex MRI Reconstruction: A Generalized Kronecker-Parameterized Approach7 Mar 2025 0 repositories listed
-
Bilevel Optimized Implicit Neural Representation for Scan-Specific Accelerated MRI Reconstruction28 Feb 2025 0 repositories listed
-
Guiding Quantitative MRI Reconstruction with Phase-wise Uncertainty28 Feb 2025 0 repositories listed
-
Unsupervised Accelerated MRI Reconstruction via Ground-Truth-Free Flow Matching24 Feb 2025 0 repositories listed
-
Deep unrolling for learning optimal spatially varying regularisation parameters for Total Generalised Variation23 Feb 2025 0 repositories listed
-
Three-Dimensional MRI Reconstruction with Gaussian Representations: Tackling the Undersampling Problem10 Feb 2025 0 repositories listed
-
Exploring Siamese Networks in Self-Supervised Fast MRI Reconstruction18 Jan 2025 0 repositories listed
-
Domain-conditioned and Temporal-guided Diffusion Modeling for Accelerated Dynamic MRI Reconstruction16 Jan 2025 0 repositories listed
-
Dynamic-Aware Spatio-temporal Representation Learning for Dynamic MRI Reconstruction15 Jan 2025 0 repositories listed
-
Re-Visible Dual-Domain Self-Supervised Deep Unfolding Network for MRI Reconstruction7 Jan 2025 0 repositories listed
-
A Self-supervised Diffusion Bridge for MRI Reconstruction6 Jan 2025 0 repositories listed
-
Training-Free Mitigation of Adversarial Attacks on Deep Learning-Based MRI Reconstruction3 Jan 2025 0 repositories listed
-
MRI Reconstruction with Regularized 3D Diffusion Model (R3DM)25 Dec 2024 0 repositories listed
-
Pruning Unrolled Networks (PUN) at Initialization for MRI Reconstruction Improves Generalization24 Dec 2024 0 repositories listed
-
Resolution-Robust 3D MRI Reconstruction with 2D Diffusion Priors: Diverse-Resolution Training Outperforms Interpolation24 Dec 2024 0 repositories listed
-
3D MedDiffusion: A 3D Medical Diffusion Model for Controllable and High-quality Medical Image Generation17 Dec 2024 0 repositories listed
-
Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification14 Dec 2024 0 repositories listed
-
Self-Consistent Nested Diffusion Bridge for Accelerated MRI Reconstruction13 Dec 2024 0 repositories listed
-
ADOBI: Adaptive Diffusion Bridge For Blind Inverse Problems with Application to MRI Reconstruction25 Nov 2024 0 repositories listed
-
Guided MRI Reconstruction via Schrödinger Bridge21 Nov 2024 0 repositories listed
-
Continuous K-space Recovery Network with Image Guidance for Fast MRI Reconstruction18 Nov 2024 0 repositories listed
-
An All-in-one Approach for Accelerated Cardiac MRI Reconstruction16 Nov 2024 0 repositories listed
-
On the Foundation Model for Cardiac MRI Reconstruction15 Nov 2024 0 repositories listed
-
A Learned Proximal Alternating Minimization Algorithm and Its Induced Network for a Class of Two-block Nonconvex and Nonsmooth Optimization10 Nov 2024 0 repositories listed
-
Benchmarking 3D multi-coil NC-PDNet MRI reconstruction8 Nov 2024 0 repositories listed
-
LDPM: Towards undersampled MRI reconstruction with MR-VAE and Latent Diffusion Prior5 Nov 2024 0 repositories listed
-
Robust plug-and-play methods for highly accelerated non-Cartesian MRI reconstruction4 Nov 2024 0 repositories listed
-
Deep Multi-contrast Cardiac MRI Reconstruction via vSHARP with Auxiliary Refinement Network2 Nov 2024 0 repositories listed
-
SGD Jittering: A Training Strategy for Robust and Accurate Model-Based Architectures18 Oct 2024 0 repositories listed
-
A Unified Model for Compressed Sensing MRI Across Undersampling Patterns5 Oct 2024 0 repositories listed
-
Sampling-Pattern-Agnostic MRI Reconstruction through Adaptive Consistency Enforcement with Diffusion Model22 Sep 2024 0 repositories listed
-
A Plug-and-Play Method for Guided Multi-contrast MRI Reconstruction based on Content/Style Modeling20 Sep 2024 0 repositories listed
-
Joint PET-MRI Reconstruction with Diffusion Stochastic Differential Model7 Aug 2024 0 repositories listed
-
MR Optimized Reconstruction of Simultaneous Multi-Slice Imaging Using Diffusion Model5 Aug 2024 0 repositories listed
-
ALMA: a mathematics-driven approach for determining tuning parameters in generalized LASSO problems, with applications to MRI27 Jun 2024 0 repositories listed
-
MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion27 Jun 2024 0 repositories listed
-
Self-Supervised Adversarial Diffusion Models for Fast MRI Reconstruction21 Jun 2024 0 repositories listed
-
INFusion: Diffusion Regularized Implicit Neural Representations for 2D and 3D accelerated MRI reconstruction19 Jun 2024 0 repositories listed
-
Conv-INR: Convolutional Implicit Neural Representation for Multimodal Visual Signals6 Jun 2024 0 repositories listed
-
Encoding Semantic Priors into the Weights of Implicit Neural Representation6 Jun 2024 0 repositories listed
-
A Brief Overview of Optimization-Based Algorithms for MRI Reconstruction Using Deep Learning3 Jun 2024 0 repositories listed
-
Motion-Informed Deep Learning for Brain MR Image Reconstruction Framework28 May 2024 0 repositories listed
-
Magnetic Resonance Image Processing Transformer for General Accelerated Image Reconstruction23 May 2024 0 repositories listed
-
Paired Conditional Generative Adversarial Network for Highly Accelerated Liver 4D MRI20 May 2024 0 repositories listed
-
Joint Edge Optimization Deep Unfolding Network for Accelerated MRI Reconstruction9 May 2024 0 repositories listed
-
Provable Preconditioned Plug-and-Play Approach for Compressed Sensing MRI Reconstruction6 May 2024 0 repositories listed
-
Score-based Generative Priors Guided Model-driven Network for MRI Reconstruction5 May 2024 0 repositories listed
-
X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models30 Apr 2024 0 repositories listed
-
Deep Learning for Accelerated and Robust MRI Reconstruction: a Review24 Apr 2024 0 repositories listed
-
Accelerating Cardiac MRI Reconstruction with CMRatt: An Attention-Driven Approach10 Apr 2024 0 repositories listed
-
IWNeXt: an image-wavelet domain ConvNeXt-based network for self-supervised multi-contrast MRI reconstruction3 Apr 2024 0 repositories listed
-
End-to-end Adaptive Dynamic Subsampling and Reconstruction for Cardiac MRI15 Mar 2024 0 repositories listed
-
DuDoUniNeXt: Dual-domain unified hybrid model for single and multi-contrast undersampled MRI reconstruction8 Mar 2024 0 repositories listed
-
Diffusion Posterior Sampling is Computationally Intractable20 Feb 2024 0 repositories listed
-
NeRF Solves Undersampled MRI Reconstruction20 Feb 2024 0 repositories listed
-
MCU-Net: A Multi-prior Collaborative Deep Unfolding Network with Gates-controlled Spatial Attention for Accelerated MR Image Reconstruction4 Feb 2024 0 repositories listed
-
Dynamic MRI reconstruction using low-rank plus sparse decomposition with smoothness regularization30 Jan 2024 0 repositories listed
-
Data and Physics driven Deep Learning Models for Fast MRI Reconstruction: Fundamentals and Methodologies29 Jan 2024 0 repositories listed
-
Deep Learning-based Intraoperative MRI Reconstruction23 Jan 2024 0 repositories listed
-
Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems1 Jan 2024 0 repositories listed
-
Deep Unfolding Network with Spatial Alignment for multi-modal MRI reconstruction28 Dec 2023 0 repositories listed
-
Deep Image prior with StruCtUred Sparsity (DISCUS) for dynamic MRI reconstruction1 Dec 2023 0 repositories listed
-
Dual-Domain Multi-Contrast MRI Reconstruction with Synthesis-based Fusion Network1 Dec 2023 0 repositories listed
-
Unsupervised Adaptive Implicit Neural Representation Learning for Scan-Specific MRI Reconstruction1 Dec 2023 0 repositories listed
-
Joint Supervised and Self-supervised Learning for MRI Reconstruction27 Nov 2023 0 repositories listed
-
Robust Depth Linear Error Decomposition with Double Total Variation and Nuclear Norm for Dynamic MRI Reconstruction23 Oct 2023 0 repositories listed
-
Implicit Representation of GRAPPA Kernels for Fast MRI Reconstruction16 Oct 2023 0 repositories listed
-
JSMoCo: Joint Coil Sensitivity and Motion Correction in Parallel MRI with a Self-Calibrating Score-Based Diffusion Model14 Oct 2023 0 repositories listed
-
Deep Cardiac MRI Reconstruction with ADMM10 Oct 2023 0 repositories listed
-
Multi-scale MRI reconstruction via dilated ensemble networks7 Oct 2023 0 repositories listed
-
Score-based Diffusion Models With Self-supervised Learning For Accelerated 3D Multi-contrast Cardiac Magnetic Resonance Imaging7 Oct 2023 0 repositories listed
-
Learning Dynamic MRI Reconstruction with Convolutional Network Assisted Reconstruction Swin Transformer19 Sep 2023 0 repositories listed
-
Convex Latent-Optimized Adversarial Regularizers for Imaging Inverse Problems17 Sep 2023 0 repositories listed
-
A plug-and-play synthetic data deep learning for undersampled magnetic resonance image reconstruction13 Sep 2023 0 repositories listed
-
Diffusion Modeling with Domain-conditioned Prior Guidance for Accelerated MRI and qMRI Reconstruction2 Sep 2023 0 repositories listed
-
Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI Reconstruction20 Aug 2023 0 repositories listed
-
The Challenge of Fetal Cardiac MRI Reconstruction Using Deep Learning15 Aug 2023 0 repositories listed
-
Attention Hybrid Variational Net for Accelerated MRI Reconstruction21 Jun 2023 0 repositories listed