MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask
Generation

MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation

8 April 2023

James Duncan

Papers citing "MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation"

15 / 15 papers shown

Title
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 27 0 0 12 Apr 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 39 0 0 12 Mar 2025
SynthSet: Generative Diffusion Model for Semantic Segmentation in Precision Agriculture Andrew Heschl Mauricio Murillo Keyhan Najafian F. Maleki DiffM 20 0 0 05 Nov 2024
MedDiff-FM: A Diffusion-based Foundation Model for Versatile Medical Image Applications Yongrui Yu Yannian Gu S. Zhang Xiaofan Zhang MedIm 14 2 0 20 Oct 2024
Multi-Conditioned Denoising Diffusion Probabilistic Model (mDDPM) for Medical Image Synthesis Arjun Krishna Ge Wang Klaus Mueller DiffM MedIm AI4CE 22 0 0 07 Sep 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 31 7 0 27 Jun 2024
Discriminative Hamiltonian Variational Autoencoder for Accurate Tumor Segmentation in Data-Scarce Regimes Aghiles Kebaili J. Lapuyade-Lahorgue Pierre Vera S. Ruan MedIm 21 0 0 17 Jun 2024
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 22 3 0 26 May 2024
Hyperparameter-Free Medical Image Synthesis for Sharing Data and Improving Site-Specific Segmentation A. Chebykin Peter A. N. Bosman T. Alderliesten MedIm 14 0 0 09 Apr 2024
Generative Enhancement for 3D Medical Images Lingting Zhu Noel Codella Dongdong Chen Zhenchao Jin Lu Yuan Lequan Yu DiffM MedIm 17 10 0 19 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 19 18 0 19 Nov 2023
MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images Yanwu Xu Li Sun Wei Peng Shyam Visweswaran Kayhan Batmanghelich MedIm DiffM 28 18 0 05 Oct 2023
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models Wei Yu Wu Yuzhong Zhao Hao Chen Yuchao Gu Rui Zhao Yefei He Hong Zhou Mike Zheng Shou Chunhua Shen 21 52 0 11 Aug 2023
Medical diffusion on a budget: textual inversion for medical image generation B. D. Wilde A. Saha R. T. Broek Henkjan Huisman DiffM MedIm 34 15 0 23 Mar 2023
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 32 44 0 17 Sep 2022