Unsupervised Medical Image Translation with Adversarial Diffusion Models

17 July 2022

Papers citing "Unsupervised Medical Image Translation with Adversarial Diffusion Models"

50 / 120 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 34 0 0 12 May 2025
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review Abdullah Tao Huang Ickjai Lee E. Ahn MedIm 16 0 0 09 May 2025
Path and Bone-Contour Regularized Unpaired MRI-to-CT Translation Teng Zhou Jax Luo Yuping Sun Yiheng Tan Shun Yao Nazim Haouchine Scott Raymond MedIm 95 0 0 06 May 2025
MRI motion correction via efficient residual-guided denoising diffusion probabilistic models Mojtaba Safari Shansong Wang Qiang Li Zach Eidex Richard L. J. Qiu Chih-Wei Chang H. Mao Xiaofeng Yang DiffM MedIm 39 0 0 06 May 2025
Regression is all you need for medical image translation Sebastian Rassmann David Kügler Christian Ewert Martin Reuter DiffM MedIm 94 0 0 04 May 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 92 0 0 25 Apr 2025
Structure-Accurate Medical Image Translation based on Dynamic Frequency Balance and Knowledge Guidance Jiahua Xu Dawei Zhou Lei Hu Zaiyi Liu N. Wang Xinbo Gao MedIm 27 0 0 13 Apr 2025
IGG: Image Generation Informed by Geodesic Dynamics in Deformation Spaces Nian Wu Nivetha Jayakumar Jiarui Xing Miaomiao Zhang 26 0 0 09 Apr 2025
Deterministic Medical Image Translation via High-fidelity Brownian Bridges Qisheng He Nicholas Summerfield Peiyong Wang C. Glide-Hurst Ming Dong DiffM MoMe MedIm 44 0 0 28 Mar 2025
VasTSD: Learning 3D Vascular Tree-state Space Diffusion Model for Angiography Synthesis Z. T. Wang Renjiao Yi Xin Wen Chenyang Zhu K. Xu DiffM MedIm 55 0 0 17 Mar 2025
Interactive Gadolinium-Free MRI Synthesis: A Transformer with Localization Prompt Learning Linhao Li Changhui Su Yu Guo Huimao Zhang Dong Liang K. Shang MedIm 51 0 0 03 Mar 2025
Geodesic Diffusion Models for Medical Image-to-Image Generation Teng Zhang Hongxu Jiang Kuang Gong Wei Shao DiffM MedIm 34 0 0 02 Mar 2025
Trustworthy image-to-image translation: evaluating uncertainty calibration in unpaired training scenarios Ciaran Bench Emir Ahmed Spencer A. Thomas MedIm 36 0 0 29 Jan 2025
Mitigating analytical variability in fMRI results with style transfer Elodie Germani Elisa Fromont Camille Maumet DiffM MedIm 58 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 97 17 0 17 Jan 2025
Generative Model-Based Fusion for Improved Few-Shot Semantic Segmentation of Infrared Images Junno Yun Mehmet Akçakaya 69 0 0 06 Dec 2024
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 66 0 0 03 Dec 2024
Structure-Guided MR-to-CT Synthesis with Spatial and Semantic Alignments for Attenuation Correction of Whole-Body PET/MR Imaging Jiaxu Zheng Zhenrong Shen Lichi Zhang Qun Chen MedIm 65 0 0 26 Nov 2024
Multi-scale Generative Modeling for Fast Sampling Xiongye Xiao Shixuan Li Luzhe Huang Gengshuo Liu Trung-Kien Nguyen Yi Huang Di Chang Mykel J. Kochenderfer Paul Bogdan DiffM 38 1 0 14 Nov 2024
An Interpretable X-ray Style Transfer via Trainable Local Laplacian Filter Dominik Eckert L. Ritschl Christopher Syben Christian Hümmer Julia Wicklein M. Beister Steffen Kappler Sebastian Stober MedIm 21 0 0 11 Nov 2024
Personalize to generalize: Towards a universal medical multi-modality generalization through personalization Zhaorui Tan Xi Yang Tan Pan Tianyi Liu Chen Jiang ... Qiufeng Wang Anh Nguyen Yuan Qi K. Huang Yuan-Chia Cheng AI4CE LM&MA 34 0 0 09 Nov 2024
Optical Flow Representation Alignment Mamba Diffusion Model for Medical Video Generation Zhenbin Wang Lei Zhang Lituan Wang Minjuan Zhu Zhenwei Zhang VGen MedIm 54 1 0 03 Nov 2024
CT to PET Translation: A Large-scale Dataset and Domain-Knowledge-Guided Diffusion Approach D. Nguyen Trung Thanh Nguyen H. Nguyen Thanh Trung Nguyen H. Pham T. Nguyen Thao Nguyen Truong Phi Le Nguyen MedIm 20 1 0 29 Oct 2024
Volumetric Conditioning Module to Control Pretrained Diffusion Models for 3D Medical Images Suhyun Ahn Wonjung Park Jihoon Cho Seunghyuck Park Jinah Park MedIm 26 0 0 29 Oct 2024
LoLI-Street: Benchmarking Low-Light Image Enhancement and Beyond Md Tanvir Islam Inzamamul Alam Simon Woo Saeed Anwar IK Hyun Lee Khan Muhammad ViT 38 1 0 13 Oct 2024
RadGazeGen: Radiomics and Gaze-guided Medical Image Generation using Diffusion Models Moinak Bhattacharya Gagandeep Singh Shubham Jain Prateek Prasanna MedIm DiffM 20 1 0 01 Oct 2024
DenoMamba: A fused state-space model for low-dose CT denoising Şaban Öztürk Oğuz Can Duran Tolga Çukur Mamba MedIm 31 4 0 19 Sep 2024
I2I-Galip: Unsupervised Medical Image Translation Using Generative Adversarial CLIP Yilmaz Korkmaz V. Patel VLM MedIm GAN 24 1 0 19 Sep 2024
Denoising diffusion models for high-resolution microscopy image restoration Pamela Osuna-Vargas Maren H. Wehrheim Lucas Zinz Johanna Rahm Ashwin Balakrishnan Alexandra Kaminer Mike Heilemann Matthias Kaschube DiffM MedIm 26 1 0 18 Sep 2024
Analyzing Tumors by Synthesis Qi Chen Yuxiang Lai Xiaoxi Chen Qixin Hu Alan Yuille Zongwei Zhou 30 2 0 09 Sep 2024
Elucidating Optimal Reward-Diversity Tradeoffs in Text-to-Image Diffusion Models Rohit Jena Ali Taghibakhshi Sahil Jain Gerald Shen Nima Tajbakhsh Arash Vahdat 33 3 0 09 Sep 2024
Bi-modality Images Transfer with a Discrete Process Matching Method Zhe Xiong Qiaoqiao Ding Xiaoqun Zhang MedIm 33 0 0 06 Sep 2024
McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis Sanuwani Dayarathna Kh Tohidul Islam Bohan Zhuang Guang Yang Jianfei Cai Meng Law Zhaolin Chen DiffM MedIm 25 0 0 01 Sep 2024
LN-Gen: Rectal Lymph Nodes Generation via Anatomical Features Weidong Guo Hantao Zhang Shouhong Wan Bingbing Zou Wanqin Wang Peiquan Jin MedIm 36 0 0 27 Aug 2024
Reliable Multi-modal Medical Image-to-image Translation Independent of Pixel-wise Aligned Data Langrui Zhou Guang Li MedIm 20 1 0 26 Aug 2024
Are CLIP features all you need for Universal Synthetic Image Origin Attribution? Dario Cioni Christos Tzelepis Lorenzo Seidenari Ioannis Patras 35 2 0 17 Aug 2024
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems Sojin Lee Dogyun Park Inho Kong Hyunwoo J. Kim DiffM 27 2 0 23 Jul 2024
CoCoG-2: Controllable generation of visual stimuli for understanding human concept representation Chen Wei Jiachen Zou Dietmar Heinke Quanying Liu 18 0 0 20 Jul 2024
CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation Weiheng Yao Shuqiang Wang Mufti Mahmud Ning Zhong Baiying Lei Shuqiang Wang MedIm DiffM 22 1 0 16 Jul 2024
RadiomicsFill-Mammo: Synthetic Mammogram Mass Manipulation with Radiomics Features Inye Na Jonghun Kim Eun Sook Ko Hyunjin Park MedIm 27 5 0 08 Jul 2024
Generative AI for Synthetic Data Across Multiple Medical Modalities: A Systematic Review of Recent Developments and Challenges Mahmoud Ibrahim Yasmina Al Khalil S. Amirrajab Chang Sun M. Breeuwer J. Pluim Bart Elen Gokhan Ertaylan Michel Dumontier SyDa MedIm 33 7 0 27 Jun 2024
Test-Time Generative Augmentation for Medical Image Segmentation Xiao Ma Yuhui Tao Yuhan Zhang Zexuan Ji Yizhe Zhang Qiang Chen MedIm 33 0 0 25 Jun 2024
CAVM: Conditional Autoregressive Vision Model for Contrast-Enhanced Brain Tumor MRI Synthesis Lujun Gui Chuyang Ye Tianyi Yan MedIm DiffM 21 1 0 23 Jun 2024
Similarity-aware Syncretic Latent Diffusion Model for Medical Image Translation with Representation Learning Tingyi Lin Pengju Lyu Jie Zhang Yuqing Wang Cheng Wang Jianjun Zhu MedIm 29 2 0 20 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 35 1 0 19 Jun 2024
Bayesian Conditioned Diffusion Models for Inverse Problems Alper Gungor Bahri Batuhan Bilecen Tolga Çukur DiffM 31 2 0 14 Jun 2024
CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning Sana Ayromlou Teresa S. M. Tsang Purang Abolmaesumi Xiaoxiao Li CLL 23 2 0 09 Jun 2024
FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor Synthesis Linshan Wu Jiaxin Zhuang Xuefeng Ni Hao Chen MedIm 21 12 0 03 Jun 2024
CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truths Reihaneh Teimouri Marta Kersten-Oertel Yiming Xiao MedIm DiffM 31 1 0 28 May 2024
PASTA: Pathology-Aware MRI to PET Cross-Modal Translation with Diffusion Models Yitong Li Igor Yakushev Dennis M. Hedderich Christian Wachinger MedIm 14 3 0 27 May 2024