3D-StyleGAN: A Style-Based Generative Adversarial Network for Generative Modeling of Three-Dimensional Medical Images

20 July 2021

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Papers citing "3D-StyleGAN: A Style-Based Generative Adversarial Network for Generative Modeling of Three-Dimensional Medical Images"

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Title
TumorGen: Boundary-Aware Tumor-Mask Synthesis with Rectified Flow Matching Shengyuan Liu Wenting Chen Boyun Zheng W. Pan Xiang Li Yixuan Yuan MedIm 49 0 0 30 May 2025
Memory-Efficient 3D High-Resolution Medical Image Synthesis Using CRF-Guided GANs Mahshid shiri Alessandro Bruno Daniele Loiacono MedIm 3DV 76 0 0 13 Mar 2025
Longitudinal Causal Image Synthesis Yujia Li Han Li ans S. Kevin Zhou DiffM MedIm 93 0 0 23 Oct 2024
Deep Generative Models for 3D Medical Image Synthesis Paul Friedrich Yannik Frisch P. Cattin 3DV MedIm 169 9 0 23 Oct 2024
Evaluating Utility of Memory Efficient Medical Image Generation: A Study on Lung Nodule Segmentation Kathrin Khadra Utku Türkbey DiffM MedIm 106 0 0 16 Oct 2024
WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis Paul Friedrich J. Wolleb Florentin Bieder Alicia Durrer P. Cattin MedIm 145 37 0 29 Feb 2024
Three-dimensional Bone Image Synthesis with Generative Adversarial Networks Christoph Angermann Johannes Bereiter-Payr Kerstin Stock Markus Haltmeier Gerald Degenhart MedIm 102 3 0 26 Oct 2023
Metadata-Conditioned Generative Models to Synthesize Anatomically-Plausible 3D Brain MRIs Wei Peng Tomas Bosschieter J. Ouyang Robert Paul Ehsan Adeli Qingyu Zhao K. Pohl MedIm 118 12 0 07 Oct 2023
Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks Meng Zhou Matthias W. Wagner U. Tabori C. Hawkins B. Ertl-Wagner Farzad Khalvati MedIm 125 7 0 02 Oct 2023
Metrics to Quantify Global Consistency in Synthetic Medical Images Daniel Scholz Benedikt Wiestler Daniel Rueckert Fernando Navarro MedIm 121 2 0 01 Aug 2023
Conditional Diffusion Models for Semantic 3D Brain MRI Synthesis Zolnamar Dorjsembe H. Pao Sodtavilan Odonchimed Furen Xiao DiffM MedIm 157 68 0 29 May 2023
Causal Image Synthesis of Brain MR in 3D Yujia Li Jiong Shi S. Kevin Zhou CML 3DV MedIm DiffM 148 2 0 25 Mar 2023
Optimizing CAD Models with Latent Space Manipulation J. Elstner Raoul Schönhof Steffen Tauber Marco F. Huber 101 0 0 09 Mar 2023
Explicit Temporal Embedding in Deep Generative Latent Models for Longitudinal Medical Image Synthesis Julian Schon Raghavendra Selvan Lotte Nygaard I. Vogelius Jens Petersen MedIm 177 5 0 13 Jan 2023
Multiscale Metamorphic VAE for 3D Brain MRI Synthesis J. Kapoor Jakob H. Macke Christian F. Baumgartner MedIm 95 10 0 09 Jan 2023
3D Brain and Heart Volume Generative Models: A Survey Yanbin Liu Girish Dwivedi F. Boussaïd Bennamoun MedIm AI4CE 186 7 0 12 Oct 2022
A Self-attention Guided Multi-scale Gradient GAN for Diversified X-ray Image Synthesis Muhammad Muneeb Saad M. H. Rehmani Ruairi O'Reilly MedIm 118 10 0 09 Oct 2022
Inflating 2D Convolution Weights for Efficient Generation of 3D Medical Images Yanbin Liu Girish Dwivedi F. Boussaïd Frank M. Sanfilippo Makoto Yamada Bennamoun DiffM MedIm 147 12 0 08 Aug 2022
Improved $α$ -GAN architecture for generating 3D connected volumes with an application to radiosurgery treatment planning Sanaz Mohammad Jafari Mucahit Cevik Ayse Basar MedIm 67 4 0 13 Jul 2022
Three-dimensional microstructure generation using generative adversarial neural networks in the context of continuum micromechanics Alexander Henkes Henning Wessels 3DV MedIm AI4CE 173 45 0 31 May 2022
Highly Accurate FMRI ADHD Classification using time distributed multi modal 3D CNNs Christopher Sims MedIm 44 6 0 24 May 2022
Assessing the ability of generative adversarial networks to learn canonical medical image statistics Varun A. Kelkar Dimitrios S. Gotsis F. Brooks K. Prabhat Kyle J. Myers R. Zeng M. Anastasio MedIm GAN LM&MA 139 29 0 26 Apr 2022
Evaluating Procedures for Establishing Generative Adversarial Network-based Stochastic Image Models in Medical Imaging Varun A. Kelkar Dimitrios S. Gotsis F. Brooks Kyle J. Myers Prabhat Kc R. Zeng M. Anastasio MedIm 81 1 0 07 Apr 2022
Mining the manifolds of deep generative models for multiple data-consistent solutions of ill-posed tomographic imaging problems Sayantan Bhadra Umberto Villa M. Anastasio MedIm 119 3 0 10 Feb 2022
Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative models Guilherme Pombo Robert J. Gray M. Jorge Cardoso Sebastien Ourselin G. Rees John Ashburner P. Nachev 124 39 0 29 Nov 2021