Correlated and Multi-frequency Diffusion Modeling for Highly
Under-sampled MRI Reconstruction

Correlated and Multi-frequency Diffusion Modeling for Highly Under-sampled MRI Reconstruction

2 September 2023

Dong Liang

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Papers citing "Correlated and Multi-frequency Diffusion Modeling for Highly Under-sampled MRI Reconstruction"

19 / 19 papers shown

Title
DDM $^2$ : Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models Tiange Xiang Mahmut Yurt Ali B. Syed Kawin Setsompop Akshay S. Chaudhari MedIm DiffM 96 55 0 06 Feb 2023
Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance Dohyun Kwon Ying Fan Kangwook Lee DiffM 63 54 0 13 Dec 2022
One-shot Generative Prior in Hankel-k-space for Parallel Imaging Reconstruction Hong Peng Chenbo Jiang Jing Cheng Minghui Zhang Shanshan Wang Dong Liang Qiegen Liu DiffM MedIm 70 17 0 15 Aug 2022
Accelerating Score-based Generative Models for High-Resolution Image Synthesis He Ma Li Zhang Xiatian Zhu Jingfeng Zhang Jianfeng Feng DiffM 65 14 0 08 Jun 2022
WKGM: Weight-K-space Generative Model for Parallel Imaging Reconstruction Zongjiang Tu Die Liu Xiaoqing Wang Chenbo Jiang Pengwen Zhu Minghui Zhang Shanshan Wang Dong Liang Qiegen Liu MedIm 83 8 0 08 May 2022
Score-Based Generative Modeling with Critically-Damped Langevin Diffusion Tim Dockhorn Arash Vahdat Karsten Kreis DiffM 96 236 0 14 Dec 2021
Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction Hyungjin Chung Byeongsu Sim Jong Chul Ye MedIm DiffM 124 355 0 09 Dec 2021
Solving Inverse Problems in Medical Imaging with Score-Based Generative Models Yang Song Liyue Shen Lei Xing Stefano Ermon DiffM SyDa OffRL MedIm 112 533 0 15 Nov 2021
Score-based diffusion models for accelerated MRI Hyungjin Chung Jong Chul Ye DiffM MedIm 111 427 0 08 Oct 2021
fastMRI+: Clinical Pathology Annotations for Knee and Brain Fully Sampled Multi-Coil MRI Data Ruiyang Zhao Burhaneddin Yaman Yuxin Zhang Russell Stewart Austin X. Dixon Florian Knoll Zhengnan Huang Yvonne W. Lui M. Hansen M. Lungren 68 29 0 08 Sep 2021
Robust Compressed Sensing MRI with Deep Generative Priors A. Jalal Marius Arvinte Giannis Daras Eric Price A. Dimakis Jonathan I. Tamir MedIm 96 339 0 03 Aug 2021
Maximum Likelihood Training of Score-Based Diffusion Models Yang Song Conor Durkan Iain Murray Stefano Ermon DiffM 171 673 0 22 Jan 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 356 6,586 0 26 Nov 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 295 7,492 0 06 Oct 2020
Homotopic Gradients of Generative Density Priors for MR Image Reconstruction Cong Quan Jinjie Zhou Yuanzheng Zhu Yang Chen Shanshan Wang Dong Liang Qiegen Liu DiffM MedIm 62 26 0 14 Aug 2020
Improved Techniques for Training Score-Based Generative Models Yang Song Stefano Ermon DiffM 266 1,163 0 16 Jun 2020
Structure Preserving Compressive Sensing MRI Reconstruction using Generative Adversarial Networks Puneesh Deora Bhavya Vasudeva Saumik Bhattacharya P. M. Pradhan GAN MedIm 58 32 0 14 Oct 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 258 3,961 0 12 Jul 2019
fastMRI: An Open Dataset and Benchmarks for Accelerated MRI Jure Zbontar Florian Knoll Anuroop Sriram Tullie Murrell Zhengnan Huang ... Erich Owens C. L. Zitnick M. Recht D. Sodickson Yvonne W. Lui OOD 75 850 0 21 Nov 2018