CoLa-Diff: Conditional Latent Diffusion Model for Multi-Modal MRI Synthesis

24 March 2023

Papers citing "CoLa-Diff: Conditional Latent Diffusion Model for Multi-Modal MRI Synthesis"

37 / 37 papers shown

Title
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 41 0 0 12 May 2025
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review Abdullah Tao Huang Ickjai Lee E. Ahn MedIm 26 0 0 09 May 2025
Regression is all you need for medical image translation Sebastian Rassmann David Kügler Christian Ewert Martin Reuter DiffM MedIm 162 0 0 04 May 2025
AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis Haroui Ma Francesco Quinzan Theresa Willem Stefan Bauer 76 0 0 28 Apr 2025
HepatoGEN: Generating Hepatobiliary Phase MRI with Perceptual and Adversarial Models Jens Hooge Gerard Sanroma-Guell Faidra Stavropoulou Alexander Ullmann Gesine Knobloch Mark Klemens Carola Schmidt Sabine Weckbach Andreas Bolz DiffM MedIm 97 0 0 25 Apr 2025
ZECO: ZeroFusion Guided 3D MRI Conditional Generation F. Wang Bin Duan Jiachen Tao Nikhil Sharma Dawen Cai Yan Yan DiffM MedIm 53 0 0 24 Mar 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 64 0 0 19 Mar 2025
DAMM-Diffusion: Learning Divergence-Aware Multi-Modal Diffusion Model for Nanoparticles Distribution Prediction Junjie Zhou Shouju Wang Yuxia Tang Qi Zhu Daoqiang Zhang Wei Shao DiffM MedIm 54 0 0 12 Mar 2025
Diffusion Models for Computational Neuroimaging: A Survey Haokai Zhao Haowei Lou Lina Yao Wei Peng Ehsan Adeli K. Pohl Yu Zhang MedIm 50 2 0 10 Feb 2025
Mitigating analytical variability in fMRI results with style transfer Elodie Germani Elisa Fromont Camille Maumet DiffM MedIm 60 2 0 20 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 105 18 0 17 Jan 2025
FgC2F-UDiff: Frequency-guided and Coarse-to-fine Unified Diffusion Model for Multi-modality Missing MRI Synthesis Xiaojiao Xiao Qinmin Hu Guanghui Wang MedIm DiffM 23 0 0 08 Jan 2025
SimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion Models Sabina Martyniak Joanna Kaleta Diego DallÁlba Michał Naskręt Szymon Płotka Przemysław Korzeniowski MedIm 75 0 0 03 Dec 2024
Artificial Intelligence for Biomedical Video Generation Linyuan Li Jianing Qiu Anujit Saha Lin Li Poyuan Li Mengxian He Ziyu Guo Wu Yuan VGen 63 1 0 12 Nov 2024
Sub-DM:Subspace Diffusion Model with Orthogonal Decomposition for MRI Reconstruction Yu Guan Qinrong Cai Wei Li Qiuyun Fan Dong Liang Qiegen Liu 42 0 0 06 Nov 2024
HC $^3$ L-Diff: Hybrid conditional latent diffusion with high frequency enhancement for CBCT-to-CT synthesis Shi Yin Hongqi Tan Li Ming Chong Haofeng Liu Hui Liu Kang Hao Lee Jeffrey Kit Loong Tuan Dean Ho Yueming Jin DiffM MedIm 32 0 0 03 Nov 2024
A Survey on Data Synthesis and Augmentation for Large Language Models Ke Wang Jiahui Zhu Minjie Ren Z. Liu Shiwei Li ... Chenkai Zhang Xiaoyu Wu Qiqi Zhan Qingjie Liu Yunhong Wang SyDa 38 15 0 16 Oct 2024
I2I-Galip: Unsupervised Medical Image Translation Using Generative Adversarial CLIP Yilmaz Korkmaz V. Patel VLM MedIm GAN 33 1 0 19 Sep 2024
Unpaired Volumetric Harmonization of Brain MRI with Conditional Latent Diffusion Mengqi Wu Minhui Yu Shuaiming Jing P. Yap Zhengwu Zhang Mingxia Liu DiffM MedIm 27 0 0 18 Aug 2024
Temporal Evolution of Knee Osteoarthritis: A Diffusion-based Morphing Model for X-ray Medical Image Synthesis Ben Cao Tiantian He Rachid Jennane Yuhua Ru Qiang Zhang Mohamed Jarraya MedIm 32 1 0 01 Aug 2024
CAVM: Conditional Autoregressive Vision Model for Contrast-Enhanced Brain Tumor MRI Synthesis Lujun Gui Chuyang Ye Tianyi Yan MedIm DiffM 35 2 0 23 Jun 2024
Diffusion Model-based FOD Restoration from High Distortion in dMRI Shuo Huang Lujia Zhong Yonggang Shi 32 0 0 19 Jun 2024
MCAD: Multi-modal Conditioned Adversarial Diffusion Model for High-Quality PET Image Reconstruction J. Cui Xinyi Zeng Pinxian Zeng Bo Liu Xi Wu Jiliu Zhou Yan Wang DiffM MedIm 40 1 0 19 Jun 2024
3D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce Regimes Aghiles Kebaili J. Lapuyade-Lahorgue Pierre Vera S. Ruan MedIm 31 3 0 08 Jun 2024
Phy-Diff: Physics-guided Hourglass Diffusion Model for Diffusion MRI Synthesis Juanhua Zhang Ruodan Yan Alessandro Perelli Xi Chen Chao Li MedIm DiffM 50 5 0 05 Jun 2024
Contrastive-Adversarial and Diffusion: Exploring pre-training and fine-tuning strategies for sulcal identification Michail Mamalakis Héloïse de Vareilles Shun-Chin Jim Wu Ingrid Agartz L. Morch-Johnsen Jane R. Garrison Jon S. Simons Pietro Lio' J. Suckling Graham K Murray 44 0 0 29 May 2024
Rethinking Diffusion Model for Multi-Contrast MRI Super-Resolution Guangyuan Li Chen Rao Juncheng Mo Zhanjie Zhang Wei Xing Lei Zhao MedIm 30 17 0 07 Apr 2024
FetalDiffusion: Pose-Controllable 3D Fetal MRI Synthesis with Conditional Diffusion Model Molin Zhang Polina Golland P. E. Grant E. Adalsteinsson MedIm 35 0 0 29 Mar 2024
Pseudo-MRI-Guided PET Image Reconstruction Method Based on a Diffusion Probabilistic Model Weijie Gan Huidong Xie Carl von Gall Gunther Platsch M. T. Jurkiewicz Andrea Andrade U. Anazodo Ulugbek S. Kamilov Hongyu An Jorge Cabello MedIm 23 0 0 26 Mar 2024
Generative Enhancement for 3D Medical Images Lingting Zhu Noel Codella Dongdong Chen Zhenchao Jin Lu Yuan Lequan Yu DiffM MedIm 42 10 0 19 Mar 2024
Advancing Text-Driven Chest X-Ray Generation with Policy-Based Reinforcement Learning Woojung Han Chanyoung Kim Dayun Ju Yumin Shim Seong Jae Hwang MedIm 22 8 0 11 Mar 2024
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI Yuheng Fan Hanxi Liao Shiqi Huang Yimin Luo Huazhu Fu Haikun Qi MedIm 29 18 0 19 Nov 2023
EMIT-Diff: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Zheyu Zhang Lanhong Yao Bin Wang Debesh Jha Elif Keles A. Medetalibeyoğlu Ulas Bagci MedIm 40 10 0 19 Oct 2023
A Unified Framework for Generative Data Augmentation: A Comprehensive Survey Yunhao Chen Zihui Yan Yunjie Zhu 29 3 0 30 Sep 2023
Shape-guided Conditional Latent Diffusion Models for Synthesising Brain Vasculature Yashwardhan Deo Haoran Dou Nishant Ravikumar Alejandro F. Frangi T. Lassila DiffM MedIm 11 6 0 13 Aug 2023
Diffusion Models for Medical Image Analysis: A Comprehensive Survey A. Kazerouni Ehsan Khodapanah Aghdam Moein Heidari Reza Azad Mohsen Fayyaz I. Hacihaliloglu Dorit Merhof DiffM MedIm 40 357 0 14 Nov 2022
Conversion Between CT and MRI Images Using Diffusion and Score-Matching Models Qing Lyu Ge Wang DiffM MedIm 89 82 0 24 Sep 2022