Medical image reconstruction with image-adaptive priors learned by use
of generative adversarial networks

Medical image reconstruction with image-adaptive priors learned by use of generative adversarial networks

27 January 2020

Sayantan Bhadra

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Papers citing "Medical image reconstruction with image-adaptive priors learned by use of generative adversarial networks"

12 / 12 papers shown

Title
Diverse Image Generation with Diffusion Models and Cross Class Label Learning for Polyp Classification Vanshali Sharma Debesh Jha M. Bhuyan P. Das Ulas Bagci MedIm 96 2 0 08 Feb 2025
High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models Ruiyang Zhao Xi Peng Varun A. Kelkar M. Anastasio F. Lam GAN MedIm 72 4 0 14 Jun 2023
ADIR: Adaptive Diffusion for Image Reconstruction Shady Abu Hussein Tom Tirer Raja Giryes DiffM 60 20 0 06 Dec 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 88 26 0 26 Apr 2022
Generative models and Bayesian inversion using Laplace approximation M. Marschall G. Wübbeler F. Schmähling Clemens Elster 59 1 0 15 Mar 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 82 3 0 10 Feb 2022
Learning stochastic object models from medical imaging measurements by use of advanced ambient generative adversarial networks Weimin Zhou Sayantan Bhadra F. Brooks Hua Li M. Anastasio GAN MedIm 105 17 0 27 Jun 2021
Advancing the AmbientGAN for learning stochastic object models Weimin Zhou Sayantan Bhadra F. Brooks Jason L. Granstedt Hua Li M. Anastasio GAN MedIm 43 3 0 30 Jan 2021
Iterative Reconstruction for Low-Dose CT using Deep Gradient Priors of Generative Model Zhuonan He Yikun Zhang Yu Guan S. Niu Yi Zhang Yang Chen Qiegen Liu DiffM MedIm 89 12 0 27 Sep 2020
Learning stochastic object models from medical imaging measurements using Progressively-Growing AmbientGANs Weimin Zhou Sayantan Bhadra F. Brooks Hua Li M. Anastasio MedIm 41 5 0 29 May 2020
Deep Learning for Biomedical Image Reconstruction: A Survey Hanene Ben Yedder Ben Cardoen Ghassan Hamarneh MedIm 3DV 124 97 0 26 Feb 2020
Pyramid Convolutional RNN for MRI Image Reconstruction Eric Z. Chen Puyang Wang Xiao Chen Terrence Chen Shanhui Sun 86 44 0 02 Dec 2019