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Conversion Between CT and MRI Images Using Diffusion and Score-Matching Models

24 September 2022

Papers citing "Conversion Between CT and MRI Images Using Diffusion and Score-Matching Models"

31 / 31 papers shown

Title
Mitigating analytical variability in fMRI results with style transfer Elodie Germani Elisa Fromont Camille Maumet DiffM MedIm 152 2 0 20 Jan 2025
MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis Jiaxin Zhuang Linshan Wu Qiong Wang V. Vardhanabhuti Lin Luo Hao Chen Hao Chen 118 4 0 24 Apr 2024
Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases Sophie Starck Vasiliki Sideri-Lampretsa Bernhard Kainz Martin J. Menten Tamara T. Mueller Daniel Rueckert MedIm 123 3 0 25 Mar 2024
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 342 1,242 0 10 Sep 2022
Accelerating Score-based Generative Models with Preconditioned Diffusion Sampling He Ma Li Zhang Xiatian Zhu Jianfeng Feng DiffM 129 27 0 05 Jul 2022
DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 241 1,464 0 02 Jun 2022
Accelerating Diffusion Models via Early Stop of the Diffusion Process Zhaoyang Lyu Xu Xudong Ceyuan Yang Dahua Lin Bo Dai DiffM 249 98 0 25 May 2022
More Control for Free! Image Synthesis with Semantic Diffusion Guidance Xihui Liu Dong Huk Park S. Azadi Gong Zhang Arman Chopikyan Yuxiao Hu Humphrey Shi Anna Rohrbach Trevor Darrell DiffM 125 256 0 10 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 116 533 0 15 Nov 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 308 7,958 0 11 May 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 385 6,592 0 26 Nov 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 304 7,500 0 06 Oct 2020
Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis Shengye Hu Baiying Lei Yong Wang Zhiguang Feng Yanyan Shen Shuqiang Wang GAN MedIm 68 144 0 08 Aug 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 767 18,408 0 19 Jun 2020
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 258 3,961 0 12 Jul 2019
MRI Super-Resolution with Ensemble Learning and Complementary Priors Qing Lyu Hongming Shan Ge Wang MedIm SupR 56 98 0 06 Jul 2019
MedGAN: Medical Image Translation using GANs Karim Armanious Chenming Yang Marc Fischer Thomas Kustner K. Nikolaou S. Gatidis Bin Yang GAN MedIm 72 553 0 17 Jun 2018
Learning Myelin Content in Multiple Sclerosis from Multimodal MRI through Adversarial Training Wen Wei Emilie Poirion B. Bodini S. Durrleman N. Ayache B. Stankoff O. Colliot MedIm 56 55 0 21 Apr 2018
Cross-modality image synthesis from unpaired data using CycleGAN: Effects of gradient consistency loss and training data size Yuta Hiasa Y. Otake Masaki Takao Takumi Matsuoka K. Takashima Jerry L. Prince Nobuhiko Sugano Yoshinobu Sato GAN MedIm 51 201 0 18 Mar 2018
Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network Zizhao Zhang Ling Yang Yefeng Zheng MedIm 129 378 0 27 Feb 2018
Cross-Modality Synthesis from CT to PET using FCN and GAN Networks for Improved Automated Lesion Detection Avi Ben-Cohen Eyal Klang S. Raskin S. Soffer S. Ben-Haim Eli Konen Michal Marianne Amitai H. Greenspan MedIm 45 213 0 21 Feb 2018
Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss Qingsong Yang Pingkun Yan Yanbo Zhang Hengyong Yu Yongyi Shi X. Mou Mannudeep K. Kalra Ge Wang GAN MedIm 81 1,202 0 03 Aug 2017
Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs) Lei Bi Jinman Kim Ashnil Kumar Dagan Feng M. Fulham MedIm GAN 75 139 0 31 Jul 2017
Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results Avi Ben-Cohen Eyal Klang S. Raskin Michal Marianne Amitai H. Greenspan MedIm 46 95 0 30 Jul 2017
Learning a Variational Network for Reconstruction of Accelerated MRI Data Kerstin Hammernik Teresa Klatzer Erich Kobler M. Recht D. Sodickson Thomas Pock Florian Knoll 85 1,548 0 03 Apr 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 227 9,568 0 31 Mar 2017
Low-Dose CT with a Residual Encoder-Decoder Convolutional Neural Network (RED-CNN) Hu Chen Yi Zhang Mannudeep K. Kalra Feng Lin Yang Chen Peixi Liao Jiliu Zhou Ge Wang MedIm 117 1,313 0 01 Feb 2017
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 262 10,273 0 27 Mar 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,520 0 18 May 2015
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 312 7,035 0 12 Mar 2015