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Score-based diffusion models for accelerated MRI

8 October 2021

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

50 / 220 papers shown

Title
On the Utility of Foundation Models for Fast MRI: Vision-Language-Guided Image Reconstruction Ruimin Feng Xingxin He Ronald Mercer Zachary Stewart Fang Liu DiffM 159 0 0 24 Nov 2025
Solving Diffusion Inverse Problems with Restart Posterior Sampling Bilal Ahmed Joseph G. Makin DiffM 243 0 0 24 Nov 2025
Latent Refinement via Flow Matching for Training-free Linear Inverse Problem Solving Hossein Askari Yadan Luo Hongfu Sun Fred Roosta 170 0 0 08 Nov 2025
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 124 0 0 22 Oct 2025
GOOD: Training-Free Guided Diffusion Sampling for Out-of-Distribution Detection Xin Gao Jiyao Liu Guanghao Li Yueming Lyu Jianxiong Gao ... Ningsheng Xu Liang Wang Caifeng Shan Ziwei Liu Chenyang Si 195 0 0 20 Oct 2025
Cyclic Self-Supervised Diffusion for Ultra Low-field to High-field MRI Synthesis Zhenxuan Zhang Peiyuan Jing Zi Wang Ula Briski Coraline Beitone ... Zhifan Gao Zhaolin Chen Kh Tohidul Islam G. Yang Peter J. Lally DiffM MedIm 134 0 0 15 Oct 2025
Discrete State Diffusion Models: A Sample Complexity Perspective Aadithya Srikanth Mudit Gaur Vaneet Aggarwal DiffM 77 0 0 12 Oct 2025
Coupled Data and Measurement Space Dynamics for Enhanced Diffusion Posterior Sampling Shayan Mohajer Hamidi En-Hui Yang Ben Liang DiffM MedIm 85 0 0 08 Oct 2025
Conditional Denoising Diffusion Model-Based Robust MR Image Reconstruction from Highly Undersampled Data Mohammed Alsubaie Wenxi Liu L. Gu Ovidiu C. Andronesi Sirani M. Perera Xianqi Li DiffM MedIm 123 0 0 07 Oct 2025
What is Quantum Computer Security? S. Deshpande Jakub Szefer 72 0 0 07 Oct 2025
Consistency Models as Plug-and-Play Priors for Inverse Problems Merve Gülle Junno Yun Yasar Utku Alçalar Mehmet Akçakaya DiffM MedIm 257 2 0 25 Sep 2025
Patch-Based Diffusion for Data-Efficient, Radiologist-Preferred MRI Reconstruction Rohan Sanda Asad Aali Andrew Johnston Eduardo Reis Jonathan Singh Gordon Wetzstein DiffM MedIm 108 0 0 25 Sep 2025
DICE: Diffusion Consensus Equilibrium for Sparse-view CT Reconstruction Leon Suarez-Rodriguez Roman Jacome Romario Gualdrón-Hurtado Ana Mantilla-Dulcey Henry Arguello DiffM MedIm 122 0 0 18 Sep 2025
Integrating Anatomical Priors into a Causal Diffusion Model Binxu Li Wei Peng Mingjie Li Ehsan Adeli K. Pohl DiffM MedIm 113 0 0 10 Sep 2025
Reconstruct or Generate: Exploring the Spectrum of Generative Modeling for Cardiac MRI Niklas Bubeck Yundi Zhang Antonio Terpin Daniel Rueckert Jiazhen Pan DiffM MedIm 131 1 0 25 Jul 2025
RODS: Robust Optimization Inspired Diffusion Sampling for Detecting and Reducing Hallucination in Generative Models Yiqi Tian Pengfei Jin Mingze Yuan Na Li Bo Zeng Shijie Zhao DiffM 111 0 0 16 Jul 2025
Beyond Scores: Proximal Diffusion Models Zhenghan Fang Mateo Díaz Sam Buchanan Jeremias Sulam DiffM 100 2 0 11 Jul 2025
Diffusion-Assisted Frequency Attention Model for Whole-body Low-field MRI Reconstruction Xin Xie Yu Guan Zhuoxu Cui Dong Liang Qiegen Liu DiffM MedIm 117 0 0 09 Jul 2025
Active MRI Acquisition with Diffusion Guided Bayesian Experimental Design Jacopo Iollo Geoffroy Oudoumanessah Carole Lartizien M. Dojat Florence Forbes DiffM MedIm 124 0 0 19 Jun 2025
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 251 0 0 19 Jun 2025
ReGuidance: A Simple Diffusion Wrapper for Boosting Sample Quality on Hard Inverse Problems Aayush Karan Kulin Shah Sitan Chen 282 1 0 12 Jun 2025
From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Agnese Taluzzi Davide Gesualdi Riccardo Santambrogio Chiara Plizzari Francesca Palermo S. Mentasti Matteo Matteucci GNN 246 2 0 10 Jun 2025
Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach Haoxuan Chen Yinuo Ren Martin Renqiang Min Lexing Ying Zachary Izzo DiffM MedIm 329 11 0 04 Jun 2025
Personalized MR-Informed Diffusion Models for 3D PET Image ReconstructionIEEE Transactions on Radiation and Plasma Medical Sciences (TRPMS), 2025 George Webber A. Hammers A. King Andrew J. Reader MedIm 249 2 0 04 Jun 2025
Sparsity-Driven Parallel Imaging Consistency for Improved Self-Supervised MRI ReconstructionInternational Conference on Information Photonics (ICIP), 2025 Yasar Utku Alçalar Mehmet Akçakaya 137 3 0 30 May 2025
EquiReg: Equivariance Regularized Diffusion for Inverse Problems Bahareh Tolooshams Aditi Chandrashekar Rayhan Zirvi Abbas Mammadov Jiachen Yao Chuwei Wang Julius Berner DiffM 198 2 0 29 May 2025
Cascaded 3D Diffusion Models for Whole-body 3D 18-F FDG PET/CT synthesis from DemographicsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Siyeop Yoon Sifan Song Pengfei Jin Matthew Tivnan Y. Oh Sekeun Kim Dufan Wu Xiang Li Shijie Zhao MedIm 197 0 0 28 May 2025
Integrating Intermediate Layer Optimization and Projected Gradient Descent for Solving Inverse Problems with Diffusion Models Yang Zheng Wen Li Zhaoqiang Liu 369 0 0 27 May 2025
ConnectomeDiffuser: Generative AI Enables Brain Network Construction from Diffusion Tensor ImagingIEEE transactions on consumer electronics (IEEE TCE), 2025 Xuhang Chen Michael Kwok-Po Ng Kim-Fung Tsang Chi-Man Pun Shuqiang Wang DiffM MedIm 185 2 0 23 May 2025
Diffusion Probabilistic Generative Models for Accelerated, in-NICU Permanent Magnet Neonatal MRIMagnetic Resonance in Medicine (MRM), 2025 Yamin Arefeen Brett Levac Bhairav Patel Chang Ho Jonathan I. Tamir DiffM MedIm 213 0 0 21 May 2025
Unsupervised Detection of Distribution Shift in Inverse Problems using Diffusion Models Shirin Shoushtari Edward P. Chandler Yuanhao Wang M. Salman Asif Ulugbek S. Kamilov DiffM 571 2 0 16 May 2025
UGoDIT: Unsupervised Group Deep Image Prior Via Transferable Weights Shijun Liang Ismail Alkhouri Siddhant Gautam Qing Qu S. Ravishankar DiffM MedIm 196 2 0 16 May 2025
Metrics that matter: Evaluating image quality metrics for medical image generation Yash Deo Yan Jia T. Lassila William A. P. Smith T. Lawton Siyuan Kang Alejandro F. Frangi Ibrahim Habli 211 4 0 12 May 2025
Hybrid Learning: A Novel Combination of Self-Supervised and Supervised Learning for MRI Reconstruction without High-Quality Training Reference Haoyang Pei Ding Xia Xiang Xu William Moore Yao Wang Hersh Chandarana Li Feng 224 1 0 09 May 2025
Prompt to Polyp: Medical Text-Conditioned Image Synthesis with Diffusion Models Mikhail Chaichuk Sushant Gautam Steven A. Hicks Elena Tutubalina DiffM MedIm 335 0 0 08 May 2025
Wasserstein Convergence of Score-based Generative Models under Semiconvexity and Discontinuous Gradients Stefano Bruno Sotirios Sabanis DiffM 414 6 0 06 May 2025
Efficient Noise Calculation in Deep Learning-based MRI Reconstructions Onat Dalmaz Arjun D Desai Reinhard Heckel Tolga Çukur Akshay Chaudhari B. Hargreaves 229 0 0 04 May 2025
Discrete Spatial Diffusion: Intensity-Preserving Diffusion Modeling Javier E. Santos Agnese Marcato Roman Colman Nicholas Lubbers Yen Ting Lin 364 1 0 03 May 2025
T2ID-CAS: Diffusion Model and Class Aware Sampling to Mitigate Class Imbalance in Neck Ultrasound Anatomical Landmark Detection Manikanta Varaganti Amulya Vankayalapati Nour Awad Gregory R. Dion Laura J. Brattain DiffM MedIm 214 1 0 29 Apr 2025
IGG: Image Generation Informed by Geodesic Dynamics in Deformation SpacesInformation Processing in Medical Imaging (IPMI), 2025 Nian Wu Nivetha Jayakumar Jiarui Xing Miaomiao Zhang 280 0 0 09 Apr 2025
FetalFlex: Anatomy-Guided Diffusion Model for Flexible Control on Fetal Ultrasound Image Synthesis Yaofei Duan Tao Tan Zhiyuan Zhu Yuhao Huang Yuanji Zhang ... Guangzhi He Linliang Yin Xuedong Deng Xin Yang Dong Ni MedIm 188 2 0 19 Mar 2025
VasTSD: Learning 3D Vascular Tree-state Space Diffusion Model for Angiography SynthesisComputer Vision and Pattern Recognition (CVPR), 2025 Z. T. Wang Renjiao Yi Xin Wen Chenyang Zhu K. Xu DiffM MedIm 178 6 0 17 Mar 2025
Probability-Flow ODE in Infinite-Dimensional Function Spaces Kunwoo Na Junghyun Lee Se-Young Yun Sungbin Lim 236 1 0 13 Mar 2025
Evaluating structural uncertainty in accelerated MRI: are voxelwise measures useful surrogates? Luca Trautmann Peter Wijeratne Itamar Ronen Ivor Simpson 193 0 0 13 Mar 2025
Using Powerful Prior Knowledge of Diffusion Model in Deep Unfolding Networks for Image Compressive SensingComputer Vision and Pattern Recognition (CVPR), 2025 Chen Liao Yan Shen Dan Li Zhongli Wang 214 2 0 11 Mar 2025
Split Gibbs Discrete Diffusion Posterior Sampling Wenda Chu Zihui Wu Yifan Chen Yang Song Yisong Yue 344 6 0 03 Mar 2025
Training-Free Constrained Generation With Stable Diffusion Models Stefano Zampini Jacob K Christopher Luca Oneto Davide Anguita Ferdinando Fioretto 369 6 0 08 Feb 2025
A Trust-Guided Approach to MR Image Reconstruction with Side InformationIEEE Transactions on Medical Imaging (IEEE TMI), 2025 Arda Atalık S. Chopra D. Sodickson 320 9 0 06 Jan 2025
MRI Reconstruction with Regularized 3D Diffusion Model (R3DM)IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Arya Bangun Zhuo Cao Alessio Quercia Hanno Scharr Elisabeth Pfaehler MedIm 206 4 0 25 Dec 2024
Resolution-Robust 3D MRI Reconstruction with 2D Diffusion Priors: Diverse-Resolution Training Outperforms Interpolation Anselm Krainovic Stefan Ruschke Reinhard Heckel MedIm 181 1 0 24 Dec 2024