Score-based diffusion models for accelerated MRI

8 October 2021

Papers citing "Score-based diffusion models for accelerated MRI"

50 / 189 papers shown

Title
Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models Qiang Liu Nils Thuerey DiffM AI4CE 8 8 0 08 Dec 2023
Unsupervised Adaptive Implicit Neural Representation Learning for Scan-Specific MRI Reconstruction Junwei Yang Pietro Lio' 11 1 0 01 Dec 2023
FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration Zihao Zou Jiaming Liu S. Shoushtari Yubo Wang Weijie Gan Ulugbek S. Kamilov VGen DiffM 18 2 0 26 Nov 2023
Fast Controllable Diffusion Models for Undersampled MRI Reconstruction Wei Jiang Z. Xiong Feng Liu Nan Ye Hongfu Sun MedIm DiffM 6 5 0 20 Nov 2023
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI Yuheng Fan Hanxi Liao Shiqi Huang Yimin Luo Huazhu Fu Haikun Qi MedIm 25 18 0 19 Nov 2023
Controllable Music Production with Diffusion Models and Guidance Gradients Mark Levy Bruno Di Giorgi Floris Weers Angelos Katharopoulos Tom Nickson DiffM 75 20 0 01 Nov 2023
Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty Yuxin Zhang Clément Huneau Jérôme Idier Diana Mateus 22 1 0 31 Oct 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 43 2 0 14 Oct 2023
The Emergence of Reproducibility and Generalizability in Diffusion Models Huijie Zhang Jinfan Zhou Yifu Lu Minzhe Guo Peng Wang Liyue Shen Qing Qu DiffM 18 2 0 08 Oct 2023
SMRD: SURE-based Robust MRI Reconstruction with Diffusion Models Batu Mehmet Ozturkler Chao Liu Benjamin Eckart Morteza Mardani Jiaming Song Jan Kautz 16 15 0 03 Oct 2023
Prompt-tuning latent diffusion models for inverse problems Hyungjin Chung Jong Chul Ye P. Milanfar M. Delbracio DiffM 20 38 0 02 Oct 2023
Reconstruction of Patient-Specific Confounders in AI-based Radiologic Image Interpretation using Generative Pretraining T. Han Laura vZigutyt.e L. Huck M. Huppertz R. Siepmann ... Firas Khader Christiane Kuhl S. Nebelung Jakob Kather Daniel Truhn MedIm 6 3 0 29 Sep 2023
Assessing the capacity of a denoising diffusion probabilistic model to reproduce spatial context Rucha Deshpande Muzaffer Özbey Hua Li M. Anastasio F. Brooks MedIm DiffM 15 7 0 19 Sep 2023
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models Zalan Fabian Berk Tınaz Mahdi Soltanolkotabi DiffM 17 5 0 12 Sep 2023
Correlated and Multi-frequency Diffusion Modeling for Highly Under-sampled MRI Reconstruction Yu Guan Chuanming Yu Shiyu Lu Zhuoxu Cui Dong Liang Qiegen Liu 15 14 0 02 Sep 2023
Diffusion Modeling with Domain-conditioned Prior Guidance for Accelerated MRI and qMRI Reconstruction Wanyu Bian Albert Jang F. Liu DiffM 6 15 0 02 Sep 2023
Steerable Conditional Diffusion for Out-of-Distribution Adaptation in Medical Image Reconstruction Riccardo Barbano Alexander Denker Hyungjin Chung Tae Hoon Roh Simon Arrdige Peter Maass Bangti Jin J. C. Ye MedIm 25 6 0 28 Aug 2023
Score-Based Generative Models for PET Image Reconstruction I. Singh Alexander Denker Riccardo Barbano vZeljko Kereta Bangti Jin K. Thielemans Peter Maass Simon Arridge DiffM MedIm 16 16 0 27 Aug 2023
Two-and-a-half Order Score-based Model for Solving 3D Ill-posed Inverse Problems Zirong Li Yanyang Wang Jianjia Zhang Weiwen Wu Hengyong Yu 12 10 0 16 Aug 2023
Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising Junting Cheng Tao Liu Shan Tan DiffM 16 14 0 09 Aug 2023
Energy-Guided Diffusion Model for CBCT-to-CT Synthesis Linjie Fu Xia Li Xiuding Cai Dongkai Miao Yu Yao Yali Shen DiffM MedIm 11 5 0 07 Aug 2023
Uncertainty Estimation and Propagation in Accelerated MRI Reconstruction Paul Fischer Thomas Kustner Christian F. Baumgartner 13 8 0 04 Aug 2023
Reference-Free Isotropic 3D EM Reconstruction using Diffusion Models Kyung-Joong Lee Won-Ki Jeong DiffM 11 5 0 03 Aug 2023
Generative AI for Medical Imaging: extending the MONAI Framework W. H. Pinaya M. Graham E. Kerfoot Petru-Daniel Tudosiu J. Dafflon ... Andrew Feng Marc Modat P. Nachev Sebastien Ourselin M. Jorge Cardoso SyDa MedIm 35 62 0 27 Jul 2023
One for Multiple: Physics-informed Synthetic Data Boosts Generalizable Deep Learning for Fast MRI Reconstruction Z. Wang Xiaotong Yu Chengyan Wang Weibo Chen Jiazheng Wang ... C. Cai Zhongze Chen D. Guo Guang Yang X. Qu AI4CE 10 14 0 25 Jul 2023
Score-based Source Separation with Applications to Digital Communication Signals T. Jayashankar Gary C. F. Lee A. Lancho Amir Weiss Yury Polyanskiy Greg Wornell DiffM 12 7 0 26 Jun 2023
CDiffMR: Can We Replace the Gaussian Noise with K-Space Undersampling for Fast MRI? Jiahao Huang Angelica Aviles-Rivero Carola-Bibiane Schönlieb Guang Yang DiffM MedIm 12 13 0 25 Jun 2023
Score-based Generative Models for Photoacoustic Image Reconstruction with Rotation Consistency Constraints Shangqing Tong Hengrong Lan Liming Nie Jianwen Luo Fei Gao DiffM MedIm 11 4 0 24 Jun 2023
DiffuseIR:Diffusion Models For Isotropic Reconstruction of 3D Microscopic Images Mingjie Pan Yulu Gan Fangxu Zhou Jiaming Liu Aimin Wang Shanghang Zhang Dawei Li MedIm DiffM 4 7 0 21 Jun 2023
User-defined Event Sampling and Uncertainty Quantification in Diffusion Models for Physical Dynamical Systems Marc Finzi Anudhyan Boral A. Wilson Fei Sha Leonardo Zepeda-Núnez DiffM 6 20 0 13 Jun 2023
Optimizing Sampling Patterns for Compressed Sensing MRI with Diffusion Generative Models Sriram Ravula Brett Levac A. Jalal Jonathan I. Tamir A. Dimakis DiffM MedIm 11 16 0 05 Jun 2023
A Conditional Normalizing Flow for Accelerated Multi-Coil MR Imaging Jeffrey Wen Rizwan Ahmad Philip Schniter MedIm 27 7 0 02 Jun 2023
Nested Diffusion Processes for Anytime Image Generation Noam Elata Bahjat Kawar T. Michaeli Michael Elad DiffM 10 4 0 30 May 2023
Constrained Probabilistic Mask Learning for Task-specific Undersampled MRI Reconstruction Tobias Weber Michael Ingrisch Bernd Bischl David Rügamer 8 2 0 25 May 2023
GSURE-Based Diffusion Model Training with Corrupted Data Bahjat Kawar Noam Elata T. Michaeli Michael Elad DiffM 24 27 0 22 May 2023
PTQD: Accurate Post-Training Quantization for Diffusion Models Yefei He Luping Liu Jing Liu Weijia Wu Hong Zhou Bohan Zhuang DiffM MQ 22 100 0 18 May 2023
Poisson-Gaussian Holographic Phase Retrieval with Score-based Image Prior Zongyu Li Jason Hu Xiaojian Xu Liyue Shen Jeffrey A. Fessler DiffM 16 3 0 12 May 2023
Meta-Learning Enabled Score-Based Generative Model for 1.5T-Like Image Reconstruction from 0.5T MRI S. He Congcong Liu Chentao Cao Yuanyuan Liu Yaxiong Lei Qingyong Zhu Yanjie Zhu Haifeng Wang Dong Liang MedIm DiffM 4 2 0 04 May 2023
Solving Inverse Problems with Score-Based Generative Priors learned from Noisy Data Asad Aali Marius Arvinte Sidharth Kumar Jonathan I. Tamir DiffM MedIm 32 26 0 02 May 2023
Score-Based Diffusion Models as Principled Priors for Inverse Imaging Berthy T. Feng Jamie Smith Michael Rubinstein Huiwen Chang Katherine L. Bouman William T. Freeman DiffM 74 85 0 23 Apr 2023
SPIRiT-Diffusion: Self-Consistency Driven Diffusion Model for Accelerated MRI Zhuoxu Cui Chentao Cao Yue Wang Seng Jia Jing Cheng Xin Liu Hairong Zheng Dong Liang Yanjie Zhu MedIm DiffM 11 8 0 11 Apr 2023
Face Animation with an Attribute-Guided Diffusion Model Bo-Wen Zeng Xuhui Liu Sicheng Gao Boyu Liu Hong Li Jianzhuang Liu Baochang Zhang 33 30 0 06 Apr 2023
Deep Learning-based Diffusion Tensor Cardiac Magnetic Resonance Reconstruction: A Comparison Study Jiahao Huang Pedro F. Ferreira Lichao Wang Yinzhe Wu Angelica I. Aviles-Rivero ... R. Rajakulasingam Ranil De Silva D. Pennell S. Nielles-Vallespin Guang Yang DiffM 15 7 0 31 Mar 2023
DDMM-Synth: A Denoising Diffusion Model for Cross-modal Medical Image Synthesis with Sparse-view Measurement Embedding X. Li K. Shang Gaoang Wang M. Butala MedIm DiffM 19 7 0 28 Mar 2023
DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency Zalan Fabian Berk Tınaz Mahdi Soltanolkotabi DiffM 11 7 0 25 Mar 2023
Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion Models Suhyeon Lee Hyungjin Chung Minyoung Park Jonghyuk Park Wi-Sun Ryu J. C. Ye DiffM MedIm 10 43 0 15 Mar 2023
Brain Diffuser: An End-to-End Brain Image to Brain Network Pipeline Xuhang Chen Baiying Lei Chi-Man Pun Shuqiang Wang MedIm DiffM 14 21 0 11 Mar 2023
Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems Hyungjin Chung Suhyeon Lee Jong Chul Ye DiffM MedIm 16 62 0 10 Mar 2023
AliasNet: Alias Artefact Suppression Network for Accelerated Phase-Encode MRI M. B. Lorenzana Shekhar S. Chandra Feng Liu 12 1 0 17 Feb 2023
Diffusion Models in Bioinformatics: A New Wave of Deep Learning Revolution in Action Zhiye Guo Jian Liu Yanli Wang Mengrui Chen Duolin Wang Dong Xu Jianlin Cheng MedIm AI4CE DiffM 46 22 0 13 Feb 2023