Sub-DM:Subspace Diffusion Model with Orthogonal Decomposition for MRI Reconstruction
Fuente:
arXiv
Saved in:
| Main Authors: | Guan, Yu, Cai, Qinrong, Li, Wei, Fan, Qiuyun, Liang, Dong, Liu, Qiegen |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Adaptive Mask-guided K-space Diffusion for Accelerated MRI Reconstruction
by: Cai, Qinrong, et al.
Published: (2025)
by: Cai, Qinrong, et al.
Published: (2025)
Zero-shot Dynamic MRI Reconstruction with Global-to-local Diffusion Model
by: Guan, Yu, et al.
Published: (2024)
by: Guan, Yu, et al.
Published: (2024)
MRI Reconstruction with Regularized 3D Diffusion Model (R3DM)
by: Bangun, Arya, et al.
Published: (2024)
by: Bangun, Arya, et al.
Published: (2024)
Partitioned Hankel-based Diffusion Models for Few-shot Low-dose CT Reconstruction
by: Zhang, Wenhao, et al.
Published: (2024)
by: Zhang, Wenhao, et al.
Published: (2024)
MSDiff: Multi-Scale Diffusion Model for Ultra-Sparse View CT Reconstruction
by: Zhang, Junyan, et al.
Published: (2024)
by: Zhang, Junyan, et al.
Published: (2024)
Joint Diffusion: Mutual Consistency-Driven Diffusion Model for PET-MRI Co-Reconstruction
by: Xie, Taofeng, et al.
Published: (2023)
by: Xie, Taofeng, et al.
Published: (2023)
When Diffusion MRI Meets Diffusion Model: A Novel Deep Generative Model for Diffusion MRI Generation
by: Zhu, Xi, et al.
Published: (2024)
by: Zhu, Xi, et al.
Published: (2024)
Ordered-subsets Multi-diffusion Model for Sparse-view CT Reconstruction
by: Yu, Pengfei, et al.
Published: (2025)
by: Yu, Pengfei, et al.
Published: (2025)
Unsupervised Motion-Compensated Decomposition for Cardiac MRI Reconstruction via Neural Representation
by: Tian, Xuanyu, et al.
Published: (2025)
by: Tian, Xuanyu, et al.
Published: (2025)
Self-Supervised MRI Reconstruction with Unrolled Diffusion Models
by: Korkmaz, Yilmaz, et al.
Published: (2023)
by: Korkmaz, Yilmaz, et al.
Published: (2023)
Physics-informed DeepCT: Sinogram Wavelet Decomposition Meets Masked Diffusion
by: Zhou, Zekun, et al.
Published: (2025)
by: Zhou, Zekun, et al.
Published: (2025)
UEPS: Robust and Efficient MRI Reconstruction
by: Zhou, Xiang, et al.
Published: (2026)
by: Zhou, Xiang, et al.
Published: (2026)
Self-Supervised Adversarial Diffusion Models for Fast MRI Reconstruction
by: Safari, Mojtaba, et al.
Published: (2024)
by: Safari, Mojtaba, et al.
Published: (2024)
FD-DiT: Frequency Domain-Directed Diffusion Transformer for Low-Dose CT Reconstruction
by: Liu, Qiqing, et al.
Published: (2025)
by: Liu, Qiqing, et al.
Published: (2025)
A Self-supervised Diffusion Bridge for MRI Reconstruction
by: Gao, Harry, et al.
Published: (2025)
by: Gao, Harry, et al.
Published: (2025)
DM4CT: Benchmarking Diffusion Models for Computed Tomography Reconstruction
by: Shi, Jiayang, et al.
Published: (2026)
by: Shi, Jiayang, et al.
Published: (2026)
A Prior-Guided Joint Diffusion Model in Projection Domain for PET Tracer Conversion
by: Chen, Fang, et al.
Published: (2025)
by: Chen, Fang, et al.
Published: (2025)
TC-KANRecon: High-Quality and Accelerated MRI Reconstruction via Adaptive KAN Mechanisms and Intelligent Feature Scaling
by: Ge, Ruiquan, et al.
Published: (2024)
by: Ge, Ruiquan, et al.
Published: (2024)
Non-rigid Motion Correction for MRI Reconstruction via Coarse-To-Fine Diffusion Models
by: Wang, Frederic, et al.
Published: (2025)
by: Wang, Frederic, et al.
Published: (2025)
MDPG: Multi-domain Diffusion Prior Guidance for MRI Reconstruction
by: Zhang, Lingtong, et al.
Published: (2025)
by: Zhang, Lingtong, et al.
Published: (2025)
AID-DTI: Accelerating High-fidelity Diffusion Tensor Imaging with Detail-Preserving Model-based Deep Learning
by: Fan, Wenxin, et al.
Published: (2024)
by: Fan, Wenxin, et al.
Published: (2024)
Guided MRI Reconstruction via Schrödinger Bridge
by: Wang, Yue, et al.
Published: (2024)
by: Wang, Yue, et al.
Published: (2024)
Virtual-mask Informed Prior for Sparse-view Dual-Energy CT Reconstruction
by: Chen, Zini, et al.
Published: (2025)
by: Chen, Zini, et al.
Published: (2025)
On the Foundation Model for Cardiac MRI Reconstruction
by: Zhang, Chi, et al.
Published: (2024)
by: Zhang, Chi, et al.
Published: (2024)
Pseudo-MRI-Guided PET Image Reconstruction Method Based on a Diffusion Probabilistic Model
by: Gan, Weijie, et al.
Published: (2024)
by: Gan, Weijie, et al.
Published: (2024)
Patch-Based Diffusion for Data-Efficient, Radiologist-Preferred MRI Reconstruction
by: Sanda, Rohan, et al.
Published: (2025)
by: Sanda, Rohan, et al.
Published: (2025)
Clinically Feasible Diffusion Reconstruction for Highly-Accelerated Cardiac Cine MRI
by: Qiu, Shihan, et al.
Published: (2024)
by: Qiu, Shihan, et al.
Published: (2024)
Self-Learning Hyperspectral and Multispectral Image Fusion via Adaptive Residual Guided Subspace Diffusion Model
by: Zhu, Jian, et al.
Published: (2025)
by: Zhu, Jian, et al.
Published: (2025)
Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI
by: Wang, Chong, et al.
Published: (2024)
by: Wang, Chong, et al.
Published: (2024)
DVG-Diffusion: Dual-View Guided Diffusion Model for CT Reconstruction from X-Rays
by: Xie, Xing, et al.
Published: (2025)
by: Xie, Xing, et al.
Published: (2025)
LeanVAE: An Ultra-Efficient Reconstruction VAE for Video Diffusion Models
by: Cheng, Yu, et al.
Published: (2025)
by: Cheng, Yu, et al.
Published: (2025)
Noise-Inspired Diffusion Model for Generalizable Low-Dose CT Reconstruction
by: Gao, Qi, et al.
Published: (2025)
by: Gao, Qi, et al.
Published: (2025)
Open World MRI Reconstruction with Bias-Calibrated Adaptation
by: Liu, Jiyao, et al.
Published: (2026)
by: Liu, Jiyao, et al.
Published: (2026)
FINDER: Zero-Shot Field-Integrated Network for Distortion-free EPI Reconstruction in Diffusion MRI
by: Han, Namgyu, et al.
Published: (2026)
by: Han, Namgyu, et al.
Published: (2026)
PET Tracer Separation Using Conditional Diffusion Transformer with Multi-latent Space Learning
by: Huang, Bin, et al.
Published: (2025)
by: Huang, Bin, et al.
Published: (2025)
Exploring Siamese Networks in Self-Supervised Fast MRI Reconstruction
by: Sun, Liyan, et al.
Published: (2025)
by: Sun, Liyan, et al.
Published: (2025)
Reconstruct or Generate: Exploring the Spectrum of Generative Modeling for Cardiac MRI
by: Bubeck, Niklas, et al.
Published: (2025)
by: Bubeck, Niklas, et al.
Published: (2025)
Generative Autoregressive Transformers for Model-Agnostic Federated MRI Reconstruction
by: Nezhad, Valiyeh A., et al.
Published: (2025)
by: Nezhad, Valiyeh A., et al.
Published: (2025)
MambaRecon: MRI Reconstruction with Structured State Space Models
by: Korkmaz, Yilmaz, et al.
Published: (2024)
by: Korkmaz, Yilmaz, et al.
Published: (2024)
LDPM: Towards undersampled MRI reconstruction with MR-VAE and Latent Diffusion Prior
by: Tang, Xingjian, et al.
Published: (2024)
by: Tang, Xingjian, et al.
Published: (2024)
Similar Items
-
Adaptive Mask-guided K-space Diffusion for Accelerated MRI Reconstruction
by: Cai, Qinrong, et al.
Published: (2025) -
Zero-shot Dynamic MRI Reconstruction with Global-to-local Diffusion Model
by: Guan, Yu, et al.
Published: (2024) -
MRI Reconstruction with Regularized 3D Diffusion Model (R3DM)
by: Bangun, Arya, et al.
Published: (2024) -
Partitioned Hankel-based Diffusion Models for Few-shot Low-dose CT Reconstruction
by: Zhang, Wenhao, et al.
Published: (2024) -
MSDiff: Multi-Scale Diffusion Model for Ultra-Sparse View CT Reconstruction
by: Zhang, Junyan, et al.
Published: (2024)