Score-Based Generative Models for PET Image Reconstruction

Score-Based Generative Models for PET Image Reconstruction

27 August 2023

Alexander Denker

Riccardo Barbano

Papers citing "Score-Based Generative Models for PET Image Reconstruction"

13 / 13 papers shown

Title
Explicit and Implicit Representations in AI-based 3D Reconstruction for Radiology: A systematic literature review Yuezhe Yang Boyu Yang Yaqian Wang Yang He Xingbo Dong Zhe Jin 38 0 0 15 Apr 2025
Efficient Bayesian Computation Using Plug-and-Play Priors for Poisson Inverse Problems Teresa Klatzer Savvas Melidonis Marcelo Pereyra K. Zygalakis 45 0 0 20 Mar 2025
Posterior-Mean Denoising Diffusion Model for Realistic PET Image Reconstruction Yiran Sun Osama Mawlawi DiffM MedIm 38 0 0 11 Mar 2025
Likelihood-Scheduled Score-Based Generative Modeling for Fully 3D PET Image Reconstruction George Webber Yuya Mizuno Oliver D. Howes A. Hammers A. King Andrew J. Reader DiffM MedIm 97 1 0 05 Dec 2024
Multi-Subject Image Synthesis as a Generative Prior for Single-Subject PET Image Reconstruction George Webber Yuya Mizuno Oliver D. Howes A. Hammers A. King Andrew J. Reader MedIm 64 0 0 05 Dec 2024
Generative-Model-Based Fully 3D PET Image Reconstruction by Conditional Diffusion Sampling George Webber Yuya Mizuno Oliver D. Howes A. Hammers A. King Andrew J. Reader DiffM MedIm 76 1 0 05 Dec 2024
Physics-Inspired Generative Models in Medical Imaging: A Review Dennis Hein Afshin Bozorgpour Dorit Merhof Ge Wang DiffM MedIm AI4CE 26 0 0 15 Jul 2024
Pseudo-MRI-Guided PET Image Reconstruction Method Based on a Diffusion Probabilistic Model Weijie Gan Huidong Xie Carl von Gall Gunther Platsch M. T. Jurkiewicz Andrea Andrade U. Anazodo Ulugbek S. Kamilov Hongyu An Jorge Cabello MedIm 18 0 0 26 Mar 2024
Mixed Noise and Posterior Estimation with Conditional DeepGEM Paul Hagemann J. Hertrich Maren Casfor Sebastian Heidenreich Gabriele Steidl 14 0 0 05 Feb 2024
Denoising Diffusion Models for Plug-and-Play Image Restoration Yuanzhi Zhu K. Zhang Jingyun Liang Jiezhang Cao B. Wen Radu Timofte Luc Van Gool DiffM 58 193 0 15 May 2023
Learning Gradually Non-convex Image Priors Using Score Matching Erich Kobler T. Pock 25 3 0 21 Feb 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 87 275 0 15 Sep 2022
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 166 768 0 27 May 2022