Conditional Diffusion Models for Semantic 3D Brain MRI Synthesis

29 May 2023

Zolnamar Dorjsembe

H. Pao

Sodtavilan Odonchimed

Papers citing "Conditional Diffusion Models for Semantic 3D Brain MRI Synthesis"

29 / 29 papers shown

Title
Anatomical Similarity as a New Metric to Evaluate Brain Generative Models Bahram Jafrasteh Wei Peng Cheng Wan Yimin Luo Ehsan Adeli Qingyu Zhao DiffM MedIm 57 0 0 30 Apr 2025
Deep Generative Model-Based Generation of Synthetic Individual-Specific Brain MRI Segmentations Ruijie Wang Luca Rossetto Susan Mérillat Christina Röcke Mike Martin Abraham Bernstein DiffM MedIm 49 0 0 15 Apr 2025
seg2med: a segmentation-based medical image generation framework using denoising diffusion probabilistic models Zeyu Yang Zhilin Chen Yipeng Sun Anika Strittmatter Anish Raj Ahmad Allababidi Johann S. Rink Frank G. Zöllner DiffM MedIm 29 0 0 12 Apr 2025
MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs Jiawei Mao Y. Wang Yucheng Tang Daguang Xu Kang Wang Yang Yang Zongwei Zhou Yuyin Zhou MedIm 19 0 0 09 Apr 2025
HAD-Gen: Human-like and Diverse Driving Behavior Modeling for Controllable Scenario Generation Cheng Wang L. Kong Massimiliano Tamborski Stefano V. Albrecht 46 0 0 19 Mar 2025
FCaS: Fine-grained Cardiac Image Synthesis based on 3D Template Conditional Diffusion Model Jiahao Xia Yutao Hu Yaolei Qi Z. Li Wenqi Shao Junjun He Ying Fu Longjiang Zhang Guanyu Yang DiffM MedIm 41 0 0 12 Mar 2025
Flow Matching for Medical Image Synthesis: Bridging the Gap Between Speed and Quality M. Yazdani Yasamin Medghalchi Pooria Ashrafian I. Hacihaliloglu Dena Shahriari MedIm 24 0 0 01 Mar 2025
A Review on Generative AI For Text-To-Image and Image-To-Image Generation and Implications To Scientific Images Zineb Sordo Eric Chagnon Daniela Ushizima EGVM MedIm 56 1 0 28 Feb 2025
Lung-DDPM: Semantic Layout-guided Diffusion Models for Thoracic CT Image Synthesis Yifan Jiang Yannick Lemaréchal Josée Bafaro Jessica Abi-Rjeile Philippe Joubert Philippe Després Venkata Manem MedIm DiffM 33 1 0 24 Feb 2025
Pathological MRI Segmentation by Synthetic Pathological Data Generation in Fetuses and Neonates Misha P.T Kaandorp Damola Agbelese Hosna Asma-ull Hyun Gi Kim K. Payette P. Grehten Gennari Antonio Giulio L. Lanczi Andras Jakab MedIm 58 1 0 31 Jan 2025
Mitigating analytical variability in fMRI results with style transfer Elodie Germani Elisa Fromont Camille Maumet DiffM MedIm 56 2 0 20 Jan 2025
Introducing 3D Representation for Medical Image Volume-to-Volume Translation via Score Fusion Xiyue Zhu Dou Hoon Kwark Ruike Zhu Kaiwen Hong Yiqi Tao Shirui Luo Yudu Li Zhi-Pei Liang Volodymyr V. Kindratenko MedIm 33 0 0 13 Jan 2025
FFA Sora, video generation as fundus fluorescein angiography simulator Xinyuan Wu Lili Wang Ruoyu Chen Bowen Liu Weiyi Zhang Xi Yang Yifan Feng M. He Danli Shi VGen 41 1 0 23 Dec 2024
Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy Shaoyan Pan Yikang Liu Lin Zhao Eric Z. Chen Xiao Chen Terrence Chen Shanhui Sun VGen MedIm 87 0 0 20 Dec 2024
vesselFM: A Foundation Model for Universal 3D Blood Vessel Segmentation Bastian Wittmann Yannick Wattenberg Tamaz Amiranashvili Suprosanna Shit Bjoern H. Menze 71 3 0 26 Nov 2024
FairSkin: Fair Diffusion for Skin Disease Image Generation Ruichen Zhang Yuguang Yao Zhen Tan Z. Li Pan Wang Huan Liu Jingtong Hu Sijia Liu Tianlong Chen MedIm 18 0 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 23 0 0 29 Oct 2024
Deep Generative Models for 3D Medical Image Synthesis Paul Friedrich Yannik Frisch P. Cattin 3DV MedIm 27 3 0 23 Oct 2024
Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classification Xinrui Zhou Yuhao Huang Haoran Dou Shijing Chen Ao Chang ... Jie Jessie Ren Ruobing Huang Jun Cheng Wufeng Xue Dong Ni MedIm 47 0 0 25 Sep 2024
Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing Bingliang Zhang Wenda Chu Julius Berner Chenlin Meng Anima Anandkumar Yang Song DiffM 21 25 0 01 Jul 2024
Synthetic Data in Radiological Imaging: Current State and Future Outlook E. Sizikova A. Badal Jana G. Delfino Miguel Lago Brandon Nelson Niloufar Saharkhiz B. Sahiner Ghada Zamzmi Aldo Badano MedIm 29 5 0 08 May 2024
Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images Santosh Li Lin Irene Amerini Xin Eric Wang Shu Hu 45 10 0 19 Apr 2024
Super-resolution of biomedical volumes with 2D supervision Cheng Jiang Alexander Gedeon Yiwei Lyu Eric Landgraf Yufeng Zhang X. Hou A. Kondepudi Asadur Chowdury Honglak Lee Todd C. Hollon 24 0 0 15 Apr 2024
Polyp-DDPM: Diffusion-Based Semantic Polyp Synthesis for Enhanced Segmentation Zolnamar Dorjsembe H. Pao Furen Xiao MedIm 12 6 0 06 Feb 2024
Can segmentation models be trained with fully synthetically generated data? Virginia Fernandez W. H. Pinaya Pedro Borges Petru-Daniel Tudosiu M. Graham Tom Kamiel Magda Vercauteren M. Jorge Cardoso DiffM MedIm 35 44 0 17 Sep 2022
Brain Imaging Generation with Latent Diffusion Models W. H. Pinaya Petru-Daniel Tudosiu J. Dafflon P. F. D. Costa Virginia Fernandez P. Nachev Sebastien Ourselin M. Jorge Cardoso DiffM MedIm 87 275 0 15 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 213 1,277 0 02 Sep 2022
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 278 10,544 0 19 Feb 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,191 0 21 Nov 2016