Make-A-Volume: Leveraging Latent Diffusion Models for Cross-Modality 3D Brain MRI Synthesis

19 July 2023

Ziwei Liu

Papers citing "Make-A-Volume: Leveraging Latent Diffusion Models for Cross-Modality 3D Brain MRI Synthesis"

29 / 29 papers shown

Title
IGG: Image Generation Informed by Geodesic Dynamics in Deformation Spaces Nian Wu Nivetha Jayakumar Jiarui Xing Miaomiao Zhang 26 0 0 09 Apr 2025
Exploring Robustness of Cortical Morphometry in the presence of white matter lesions, using Diffusion Models for Lesion Filling Vinzenz Uhr I. Díaz C. Rummel Richard McKinley MedIm 61 0 0 26 Mar 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 39 1 0 24 Feb 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 18 0 17 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
Brain Tumour Removing and Missing Modality Generation using 3D WDM André Ferreira Gijs Luijten B. Puladi Jens Kleesiek Victor Alves Jan Egger 21 0 0 07 Nov 2024
Denoising Diffusion Models for Anomaly Localization in Medical Images Cosmin I. Bercea P. Cattin Julia A. Schnabel J. Wolleb DiffM MedIm 36 0 0 31 Oct 2024
Deep Generative Models for 3D Medical Image Synthesis Paul Friedrich Yannik Frisch P. Cattin 3DV MedIm 32 3 0 23 Oct 2024
Evaluating Utility of Memory Efficient Medical Image Generation: A Study on Lung Nodule Segmentation Kathrin Khadra Utku Türkbey DiffM MedIm 26 0 0 16 Oct 2024
Multi-sensor Learning Enables Information Transfer across Different Sensory Data and Augments Multi-modality Imaging Lingting Zhu Yizheng Chen Lianli Liu Lei Xing Lequan Yu 21 1 0 28 Sep 2024
Cross-modality image synthesis from TOF-MRA to CTA using diffusion-based models Alexander Koch O. U. Aydin A. Hilbert Jana Rieger Satoru Tanioka F. Ishida Dietmar Frey DiffM MedIm 29 1 0 16 Sep 2024
LPUWF-LDM: Enhanced Latent Diffusion Model for Precise Late-phase UWF-FA Generation on Limited Dataset Zhaojie Fang Xiao Yu Guanyu Zhou Ke Zhuang Yifei Chen ... Qing Wu Juan Ye Maimaiti Nuliqiman Peifang Xu Ahmed Elazab MedIm 26 0 0 01 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 30 0 0 01 Sep 2024
DIFR3CT: Latent Diffusion for Probabilistic 3D CT Reconstruction from Few Planar X-Rays Yiran Sun Hana Baroudi Tucker Netherton Laurence E. Court Osama Mawlawi Ashok Veeraraghavan Guha Balakrishnan DiffM MedIm 31 3 0 27 Aug 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
Physics-Inspired Generative Models in Medical Imaging: A Review Dennis Hein Afshin Bozorgpour Dorit Merhof Ge Wang DiffM MedIm AI4CE 29 0 0 15 Jul 2024
Slice-Consistent 3D Volumetric Brain CT-to-MRI Translation with 2D Brownian Bridge Diffusion Model Kyobin Choo Youngjun Jun Mijin Yun Seong Jae Hwang MedIm 23 3 0 06 Jul 2024
X-ray2CTPA: Generating 3D CTPA scans from 2D X-ray conditioning Noa Cahan Eyal Klang Galit Aviram Y. Barash Eli Konen Raja Giryes H. Greenspan MedIm 24 0 0 23 Jun 2024
Diffusion Model-based FOD Restoration from High Distortion in dMRI Shuo Huang Lujia Zhong Yonggang Shi 28 0 0 19 Jun 2024
Medical Vision Generalist: Unifying Medical Imaging Tasks in Context Sucheng Ren Xiaoke Huang Xianhang Li Junfei Xiao Jieru Mei Zeyu Wang Alan Yuille Yuyin Zhou MedIm 40 7 0 08 Jun 2024
PASTA: Pathology-Aware MRI to PET Cross-Modal Translation with Diffusion Models Yitong Li Igor Yakushev Dennis M. Hedderich Christian Wachinger MedIm 21 3 0 27 May 2024
Blaze3DM: Marry Triplane Representation with Diffusion for 3D Medical Inverse Problem Solving Jia He Bonan Li Ge Yang Ziwen Liu MedIm 27 3 0 24 May 2024
Denoising Diffusion Models for 3D Healthy Brain Tissue Inpainting Alicia Durrer J. Wolleb Florentin Bieder Paul Friedrich L. Melie-García ... Ozgur Yaldizli C. Granziera Bjoern H. Menze Philippe C. Cattin Florian Kofler MedIm 19 6 0 21 Mar 2024
Generative Enhancement for 3D Medical Images Lingting Zhu Noel Codella Dongdong Chen Zhenchao Jin Lu Yuan Lequan Yu DiffM MedIm 32 10 0 19 Mar 2024
WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis Paul Friedrich J. Wolleb Florentin Bieder Alicia Durrer P. Cattin MedIm 47 17 0 29 Feb 2024
RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion Paths Zeyue Xue Guanglu Song Qiushan Guo Boxiao Liu Zhuofan Zong Yu Liu Ping Luo DiffM 29 132 0 29 May 2023
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 92 285 0 15 Sep 2022
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 325 1,586 0 10 Nov 2021
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,387 0 21 Nov 2016