v1v2 (latest)

DeepPET: A deep encoder-decoder network for directly solving the PET reconstruction inverse problem

20 April 2018

Papers citing "DeepPET: A deep encoder-decoder network for directly solving the PET reconstruction inverse problem"

39 / 39 papers shown

Title
Posterior-Mean Denoising Diffusion Model for Realistic PET Image Reconstruction Yiran Sun Osama Mawlawi DiffM MedIm 77 0 0 11 Mar 2025
Pruning Unrolled Networks (PUN) at Initialization for MRI Reconstruction Improves Generalization Shijun Liang Evan Bell Avrajit Ghosh S. Ravishankar 80 0 0 24 Dec 2024
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 MedIm DiffM 156 3 0 05 Dec 2024
End-to-end Triple-domain PET Enhancement: A Hybrid Denoising-and-reconstruction Framework for Reconstructing Standard-dose PET Images from Low-dose PET Sinograms C. Jiang Mianxin Liu Kaicong Sun Dinggang Shen MedIm 121 0 0 04 Dec 2024
A Novel Implicit Neural Representation for Volume Data Armin Sheibanifard Hongchuan Yu 99 5 0 13 Mar 2024
TSJNet: A Multi-modality Target and Semantic Awareness Joint-driven Image Fusion Network Yuchan Jie Yushen Xu Xiaosong Li Haishu Tan 58 7 0 02 Feb 2024
ReconU-Net: a direct PET image reconstruction using U-Net architecture with back projection-induced skip connection F. Hashimoto K. Ote 67 4 0 05 Dec 2023
PET Synthesis via Self-supervised Adaptive Residual Estimation Generative Adversarial Network Yuxin Xue Lei Bi Yige Peng M. Fulham David Dagan Feng Jinman Kim MedIm 43 4 0 24 Oct 2023
Contrastive Diffusion Model with Auxiliary Guidance for Coarse-to-Fine PET Reconstruction Zeyu Han Yuhan Wang Luping Zhou Peng Wang Binyu Yan Jiliu Zhou Yan Wang Dinggang Shen DiffM 66 24 0 20 Aug 2023
TriDo-Former: A Triple-Domain Transformer for Direct PET Reconstruction from Low-Dose Sinograms Jiaqi Cui Pinxian Zeng Xinyi Zeng Peng Wang Xi Wu Jiliu Zhou Yan Wang Dinggang Shen ViT MedIm 51 13 0 10 Aug 2023
Stretched sinograms for limited-angle tomographic reconstruction with neural networks Kyle L. Luther Sebastian Seung 51 0 0 16 Jun 2023
HOSSnet: an Efficient Physics-Guided Neural Network for Simulating Crack Propagation Shengyu Chen Shihang Feng Yao Huang Z. Lei Xiaowei Jia Youzuo Lin Estaben Rougier AI4CE 101 0 0 14 Jun 2023
Estimating Uncertainty in PET Image Reconstruction via Deep Posterior Sampling Tin Vlašić Tomislav Matulić D. Seršić MedIm 66 2 0 07 Jun 2023
Successive Affine Learning for Deep Neural Networks Yuesheng Xu 54 2 0 13 May 2023
STPDnet: Spatial-temporal convolutional primal dual network for dynamic PET image reconstruction Rui Hu Jianan Cui Chengjin Yu Yunmei Chen Huafeng Liu 3DPC 128 2 0 08 Mar 2023
DULDA: Dual-domain Unsupervised Learned Descent Algorithm for PET image reconstruction Rui Hu Yunmei Chen Kyungsang Kim M. Rockenbach Quanzheng Li Huafeng Liu 65 5 0 08 Mar 2023
Multi-Grade Deep Learning Yuesheng Xu 54 4 0 01 Feb 2023
Fully 3D Implementation of the End-to-end Deep Image Prior-based PET Image Reconstruction Using Block Iterative Algorithm F. Hashimoto Yuya Onishi K. Ote H. Tashima T. Yamaya MedIm 55 13 0 22 Dec 2022
Interpretable Modeling and Reduction of Unknown Errors in Mechanistic Operators Maryam Toloubidokhti Nilesh Kumar Zhiyuan Li P. Gyawali B. Zenger W. Good Rob S. MacLeod Linwei Wang MedIm AI4CE 22 1 0 02 Nov 2022
Cutting-Splicing data augmentation: A novel technology for medical image segmentation Lianting Hu Huiying Liang Jiajie Tang Xin Li Li Huang Long Lu 25 1 0 17 Oct 2022
Self-Validated Physics-Embedding Network: A General Framework for Inverse Modelling Ruiyuan Kang D. Kyritsis P. Liatsis AI4CE PINN 75 5 0 12 Oct 2022
Spach Transformer: Spatial and Channel-wise Transformer Based on Local and Global Self-attentions for PET Image Denoising Se-In Jang T. Pan Ye Li P. Heidari Junyu Chen Quanzheng Li Kuang Gong ViT MedIm 70 29 0 07 Sep 2022
List-Mode PET Image Reconstruction Using Deep Image Prior K. Ote F. Hashimoto Yuya Onishi Takashi Isobe Yasuomi Ouchi MedIm 64 21 0 28 Apr 2022
Neural KEM: A Kernel Method with Deep Coefficient Prior for PET Image Reconstruction Siqi Li Kuang Gong R. Badawi Edward J. Kim J. Qi Guobao Wang 139 13 0 05 Jan 2022
Survey of Deep Learning Methods for Inverse Problems S. Kamyab Zihreh Azimifar Rasool Sabzi Paul Fieguth 50 3 0 07 Nov 2021
Unsupervised PET Reconstruction from a Bayesian Perspective Chenyu Shen Wenjun Xia H. Ye Mingzheng Hou Hu Chen Yan Liu Jiliu Zhou Yi Zhang 137 3 0 29 Oct 2021
A Data-Driven Reconstruction Technique based on Newton's Method for Emission Tomography L. Koutsantonis Tiago Carneiro Emmanuel Kieffer Frédéric Pinel Pascal Bouvry 40 0 0 19 Oct 2021
Deep Kernel Representation for Image Reconstruction in PET Siqi Li Guobao Wang 52 21 0 04 Oct 2021
Anatomical-Guided Attention Enhances Unsupervised PET Image Denoising Performance Yuya Onishi F. Hashimoto K. Ote H. Ohba R. Ota E. Yoshikawa Yasuomi Ouchi MedIm 80 30 0 02 Sep 2021
Direct PET Image Reconstruction Incorporating Deep Image Prior and a Forward Projection Model F. Hashimoto K. Ote 71 31 0 02 Sep 2021
FA-GAN: Fused Attentive Generative Adversarial Networks for MRI Image Super-Resolution M. Jiang Min Zhi Liying Wei Xiaocheng Yang Jucheng Zhang Yongming Li Pin Wang Jiahao Huang Guang Yang MedIm 115 83 0 09 Aug 2021
Direct Reconstruction of Linear Parametric Images from Dynamic PET Using Nonlocal Deep Image Prior Kuang Gong C. Catana J. Qi Quanzheng Li MedIm 37 38 0 18 Jun 2021
Deep Learning for Biomedical Image Reconstruction: A Survey Hanene Ben Yedder Ben Cardoen Ghassan Hamarneh MedIm 3DV 124 97 0 26 Feb 2020
FastPET: Near Real-Time PET Reconstruction from Histo-Images Using a Neural Network W. Whiteley V. Panin Chuanyu Zhou J. Cabello D. Bharkhada J. Gregor 3DH 33 9 0 11 Feb 2020
Machine Learning in Quantitative PET Imaging Tonghe Wang Y. Lei Yabo Fu W. Curran Tian-xing Liu Xiaofeng Yang 52 5 0 18 Jan 2020
Penalized-likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding Nuobei Xie Kuang Gong Ning Guo ZhiXing Qin Zhifang Wu Huafeng Liu Quanzheng Li 3DV 3DPC MedIm 50 20 0 16 Dec 2019
DirectPET: Full Size Neural Network PET Reconstruction from Sinogram Data W. Whiteley W. K. Luk J. Gregor 3DV AI4TS 80 56 0 19 Aug 2019
Improved low-count quantitative PET reconstruction with an iterative neural network Hongki Lim Il Yong Chun Y. Dewaraja Jeffrey A. Fessler 81 7 0 05 Jun 2019
A Symmetric Encoder-Decoder with Residual Block for Infrared and Visible Image Fusion Lihua Jian Xiaomin Yang Zheng Liu Gwanggil Jeon Mingliang Gao David Chisholm 31 8 0 27 May 2019