Unsupervised Medical Image Translation with Adversarial Diffusion Models

17 July 2022

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

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Title
Memory-efficient High-resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models Kun Huang Xiao Ma Yuhan Zhang Na Su Songtao Yuan Yong Liu Qiang Chen Huazhu Fu MedIm DiffM 30 3 0 26 May 2024
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation Hongxu Jiang Muhammad Imran Linhai Ma Teng Zhang Yuyin Zhou Muxua Liang Kuang Gong Wei Shao DiffM MedIm 47 13 0 23 May 2024
StyleX: A Trainable Metric for X-ray Style Distances Dominik Eckert Christopher Syben Christian Hümmer L. Ritschl Steffen Kappler Sebastian Stober MedIm 16 1 0 23 May 2024
I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling Omer F. Atli Bilal Kabas Fuat Arslan Mahmut Yurt Onat Dalmaz Tolga Çukur Mamba 32 13 0 22 May 2024
FRRffusion: Unveiling Authenticity with Diffusion-Based Face Retouching Reversal Fengchuang Xing Xiao-Wen Shi Yuan-Gen Wang Chunsheng Yang DiffM 27 0 0 13 May 2024
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation Fuat Arslan Bilal Kabas Onat Dalmaz Muzaffer Özbey Tolga Çukur MedIm DiffM 32 12 0 10 May 2024
VM-DDPM: Vision Mamba Diffusion for Medical Image Synthesis Zhihan Ju Wanting Zhou MedIm 33 4 0 09 May 2024
HAGAN: Hybrid Augmented Generative Adversarial Network for Medical Image Synthesis Zhihan Ju Wanting Zhou Longteng Kong Yu Chen Yi Li Zhenan Sun Caifeng Shan MedIm 19 0 0 08 May 2024
Guided Conditional Diffusion Classifier (ConDiff) for Enhanced Prediction of Infection in Diabetic Foot Ulcers Palawat Busaranuvong Emmanuel O. Agu Deepak Kumar Shefalika Gautam Reza Saadati Fard B. Tulu Diane Strong MedIm 18 0 0 01 May 2024
UWAFA-GAN: Ultra-Wide-Angle Fluorescein Angiography Transformation via Multi-scale Generation and Registration Enhancement Ruiquan Ge Zhaojie Fang Pengxue Wei Zhanghao Chen Hongyang Jiang Ahmed Elazab Wangting Li Xiang Wan Shaochong Zhang Changmiao Wang MedIm 22 4 0 01 May 2024
CoCoG: Controllable Visual Stimuli Generation based on Human Concept Representations Chen Wei Jiachen Zou Dietmar Heinke Quanying Liu 25 3 0 25 Apr 2024
Rethinking Diffusion Model for Multi-Contrast MRI Super-Resolution Guangyuan Li Chen Rao Juncheng Mo Zhanjie Zhang Wei Xing Lei Zhao MedIm 27 17 0 07 Apr 2024
Diffusion based Zero-shot Medical Image-to-Image Translation for Cross Modality Segmentation Zihao W. Wang Yingyu Yang Yuzhou Chen Tingting Yuan Maxime Sermesant H. Delingette Ona Wu MedIm DiffM 18 0 0 01 Apr 2024
FetalDiffusion: Pose-Controllable 3D Fetal MRI Synthesis with Conditional Diffusion Model Molin Zhang Polina Golland P. E. Grant E. Adalsteinsson MedIm 21 0 0 29 Mar 2024
Endora: Video Generation Models as Endoscopy Simulators Chenxin Li Hengyu Liu Yifan Liu Brandon Yushan Feng Wuyang Li Xinyu Liu Zhen Chen Jing Shao Yixuan Yuan VGen MedIm 80 34 0 17 Mar 2024
Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography Images Tiange Xiang Yixiao Zhang Yongyi Lu Alan L. Yuille Chaoyi Zhang Weidong Cai Zongwei Zhou 25 3 0 13 Mar 2024
A Domain Translation Framework with an Adversarial Denoising Diffusion Model to Generate Synthetic Datasets of Echocardiography Images Cristiana Tiago S. Snare Jurica Šprem K. Mcleod DiffM MedIm 25 9 0 07 Mar 2024
Generative AI for Synthetic Data Generation: Methods, Challenges and the Future Xu Guo Yiqiang Chen SyDa 21 30 0 07 Mar 2024
Towards Generalizable Tumor Synthesis Qi Chen Xiaoxi Chen Haorui Song Zhiwei Xiong Alan L. Yuille Chen Wei Zongwei Zhou MedIm 50 38 0 29 Feb 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 66 84 0 27 Feb 2024
A Survey on Domain Generalization for Medical Image Analysis Ziwei Niu Shuyi Ouyang Shiao Xie Yen-wei Chen Lanfen Lin OOD LM&MA 13 5 0 07 Feb 2024
Unsupervised Generation of Pseudo Normal PET from MRI with Diffusion Model for Epileptic Focus Localization Wentao Chen Jiwei Li Xichen Xu Huiqing Huang Siyu Yuan Miao Zhang Tianming Xu Jie Luo Weimin Zhou MedIm 19 0 0 02 Feb 2024
Enhanced Distribution Alignment for Post-Training Quantization of Diffusion Models Xuewen Liu Zhikai Li Junrui Xiao Qingyi Gu MQ 29 13 0 09 Jan 2024
VALD-MD: Visual Attribution via Latent Diffusion for Medical Diagnostics Ammar A. Siddiqui Santosh Tirunagari Tehseen Zia David Windridge MedIm 22 1 0 02 Jan 2024
Semantic Image Synthesis for Abdominal CT Zhuang Yan Benjamin Hou T. Mathai Pritam Mukherjee Boah Kim Ronald M. Summers DiffM MedIm 15 10 0 11 Dec 2023
SP-DiffDose: A Conditional Diffusion Model for Radiation Dose Prediction Based on Multi-Scale Fusion of Anatomical Structures, Guided by SwinTransformer and Projector Linjie Fu Xia Li Xiuding Cai Yingkai Wang Xueyao Wang Yu Yao Y. Shen MedIm 31 3 0 11 Dec 2023
FDDM: Unsupervised Medical Image Translation with a Frequency-Decoupled Diffusion Model Yunxiang Li H. Shao Xiaoxue Qian You Zhang MedIm DiffM 12 4 0 19 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
Uni-COAL: A Unified Framework for Cross-Modality Synthesis and Super-Resolution of MR Images Zhiyun Song Zengxin Qi Xin Wang Xiangyu Zhao Zhenrong Shen ... Dongdong Chen Linlin Yao Qian Wang Xuehai Wu Lichi Zhang MedIm 26 2 0 14 Nov 2023
Local Statistics for Generative Image Detection Yung Jer Wong Teck Khim Ng DiffM 17 2 0 25 Oct 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 32 10 0 19 Oct 2023
HydraViT: Adaptive Multi-Branch Transformer for Multi-Label Disease Classification from Chest X-ray Images Şaban Öztürk M. Y. Turali Tolga Çukur MedIm ViT 32 10 0 09 Oct 2023
A Comprehensive Review of Generative AI in Healthcare Yasin Shokrollahi Sahar Yarmohammadtoosky Matthew M. Nikahd Pengfei Dong Xianqi Li Linxia Gu MedIm AI4CE 8 19 0 01 Oct 2023
CalibFPA: A Focal Plane Array Imaging System based on Online Deep-Learning Calibration Alper Gungor M. U. Bahçeci Yasin Ergen Ahmet Sozak O. O. Ekiz Tolga Yelboğa Tolga cCukur 19 0 0 20 Sep 2023
Diffusion Modeling with Domain-conditioned Prior Guidance for Accelerated MRI and qMRI Reconstruction Wanyu Bian Albert Jang F. Liu DiffM 11 16 0 02 Sep 2023
Denoising diffusion-based MRI to CT image translation enables automated spinal segmentation Robert Graf Joachim Schmitt Sarah Schlaeger Hendrik Kristian Möller Vasiliki Sideri-Lampretsa ... S. M. Krieg Benedikt Wiestler Bjoern H. Menze Daniel Rueckert Jan Stefan Kirschke MedIm DiffM 29 21 0 18 Aug 2023
Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review Aghiles Kebaili J. Lapuyade-Lahorgue S. Ruan MedIm 13 142 0 24 Jul 2023
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI H. Bedel Tolga Çukur DiffM MedIm 23 24 0 18 Jul 2023
Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis S. Dar A. Ghanaat Jannik Kahmann Isabelle Ayx Theano Papavassiliu Stefan O. Schoenberg Sandy Engelhardt DiffM MedIm 21 17 0 03 Jul 2023
DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited Data Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 19 10 0 25 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 6 7 0 21 Jun 2023
Conditional Diffusion Models for Semantic 3D Brain MRI Synthesis Zolnamar Dorjsembe H. Pao Sodtavilan Odonchimed Furen Xiao DiffM MedIm 28 39 0 29 May 2023
Unified Multi-Modal Image Synthesis for Missing Modality Imputation Yue Zhang Chengtao Peng Qiuli Wang Dan Song Kaiyan Li S. Kevin Zhou MedIm 41 20 0 11 Apr 2023
Zero-shot Medical Image Translation via Frequency-Guided Diffusion Models Yunxiang Li H. Shao Xiao Liang Liyuan Chen Ruiqi Li Steve B. Jiang Jing Wang You Zhang MedIm DiffM 8 46 0 05 Apr 2023
Cross-modal tumor segmentation using generative blending augmentation and self training Guillaume Sallé Pierre-Henri Conze J. Bert N. Boussion D. Visvikis V. Jaouen MedIm 16 7 0 04 Apr 2023
CoLa-Diff: Conditional Latent Diffusion Model for Multi-Modal MRI Synthesis Lan Jiang Ye Mao Xi Chen Xiangfeng Wang Chao Li MedIm DiffM 75 56 0 24 Mar 2023
Diffusion Models for Contrast Harmonization of Magnetic Resonance Images Alicia Durrer J. Wolleb Florentin Bieder T. Sinnecker Matthias Weigel Robin Sandkühler C. Granziera Ozgur Yaldizli Philippe C. Cattin MedIm 20 10 0 14 Mar 2023
Digital staining in optical microscopy using deep learning -- a review Lucas Kreiss Shaowei Jiang Xiang Li Shiqi Xu Kevin C Zhou ... Seung Ah Lee G. Zheng Kyle J. Lafata O. Friedrich R. Horstmeyer 39 14 0 14 Mar 2023
AugDiff: Diffusion based Feature Augmentation for Multiple Instance Learning in Whole Slide Image Zhucheng Shao Liuxi Dai Yifeng Wang Haoqian Wang Yongbing Zhang MedIm DiffM 189 0 0 11 Mar 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