Kuang Gong

According to our database, Kuang Gong authored at least 33 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Anatomically Guided PET Image Reconstruction Using Conditional Weakly-Supervised Multi-Task Learning Integrating Self-Attention.

Bao Yang, Kuang Gong, Huafeng Liu, Quanzheng Li, Wentao Zhu

IEEE Trans. Medical Imaging, June, 2024

Spach Transformer: Spatial and Channel-Wise Transformer Based on Local and Global Self-Attentions for PET Image Denoising.

Se-In Jang, Tinsu Pan, Ye Li, Pedram Heidari, Junyu Chen, Quanzheng Li, Kuang Gong

IEEE Trans. Medical Imaging, June, 2024

Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation.

Hongxu Jiang, Muhammad Imran, Linhai Ma, Teng Zhang, Yuyin Zhou, Muxuan Liang, Kuang Gong, Wei Shao

CoRR, 2024

Head and Neck Tumor Segmentation from [18F]F-FDG PET/CT Images Based on 3D Diffusion Model.

Yafei Dong, Kuang Gong

CoRR, 2024

PET Image Denoising Based on 3D Denoising Diffusion Probabilistic Model: Evaluations on Total-Body Datasets.

Boxiao Yu, Savas Ozdemir, Yafei Dong, Wei Shao, Kuangyu Shi, Kuang Gong

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Neural KEM: A Kernel Method With Deep Coefficient Prior for PET Image Reconstruction.

Siqi Li, Kuang Gong, Ramsey D. Badawi, Edward J. Kim, Jinyi Qi, Guobao Wang

IEEE Trans. Medical Imaging, March, 2023

TauPETGen: Text-Conditional Tau PET Image Synthesis Based on Latent Diffusion Models.

Se-In Jang, Cristina Lois, Emma Thibault, J. Alex Becker, Yafei Dong, Marc D. Normandin, Julie C. Price, Keith A. Johnson, Georges El Fakhri, Kuang Gong

CoRR, 2023

SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images.

Gary Y. Li, Junyu Chen, Se-In Jang, Kuang Gong, Quanzheng Li

CoRR, 2023

2022

Direct Reconstruction of Linear Parametric Images From Dynamic PET Using Nonlocal Deep Image Prior.

Kuang Gong, Ciprian Catana, Jinyi Qi, Quanzheng Li

IEEE Trans. Medical Imaging, 2022

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

IEEE Trans. Biomed. Eng., 2022

Unsupervised PET logan parametric image estimation using conditional deep image prior.

Jianan Cui, Kuang Gong, Ning Guo, Kyung Sang Kim, Huafeng Liu, Quanzheng Li

Medical Image Anal., 2022

Investigation of Network Architecture for Multimodal Head-and-Neck Tumor Segmentation.

Ye Li, Junyu Chen, Se-In Jang, Kuang Gong, Quanzheng Li

CoRR, 2022

PET image denoising based on denoising diffusion probabilistic models.

Kuang Gong, Keith A. Johnson, Georges El Fakhri, Quanzheng Li, Tinsu Pan

CoRR, 2022

A Noise-Level-Aware Framework for PET Image Denoising.

Ye Li, Jianan Cui, Junyu Chen, Guodong Zeng, Scott Wollenweber, Floris Jansen, Se-In Jang, Kyung Sang Kim, Kuang Gong, Quanzheng Li

Proceedings of the Machine Learning for Medical Image Reconstruction, 2022

PET Denoising and Uncertainty Estimation Based on NVAE Model Using Quantile Regression Loss.

Jianan Cui, Yutong Xie, Anand A. Joshi, Kuang Gong, Kyung Sang Kim, Young-Don Son, Jong Hoon Kim, Richard M. Leahy, Huafeng Liu, Quanzheng Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Rapid high-quality PET Patlak parametric image generation based on direct reconstruction and temporal nonlocal neural network.

Nuobei Xie, Kuang Gong, Ning Guo, ZhiXing Qin, Zhifang Wu, Huafeng Liu, Quanzheng Li

NeuroImage, 2021

2020

Severity and Consolidation Quantification of COVID-19 From CT Images Using Deep Learning Based on Hybrid Weak Labels.

Dufan Wu, Kuang Gong, Chiara Daniela Arru, Fatemeh Homayounieh, Bernardo Bizzo, Varun Buch, Hui Ren, Kyung Sang Kim, Nir Neumark, Pengcheng Xu, Zhiyuan Liu, Wei Fang, Nuobei Xie, Won Young Tak, Soo Young Park, Yu Rim Lee, Min Kyu Kang, Jung Gil Park, Alessandro Carriero, Luca Saba, Mahsa Masjedi, Hamidreza Talari, Rosa Babaei, Hadi Karimi Mobin, Shadi Ebrahimian, Ittai Dayan, Mannudeep K. Kalra, Quanzheng Li

IEEE J. Biomed. Health Informatics, 2020

Machine Learning in PET: From Photon Detection to Quantitative Image Reconstruction.

Kuang Gong, Eric Berg, Simon R. Cherry, Jinyi Qi

Proc. IEEE, 2020

Clinically Translatable Direct Patlak Reconstruction from Dynamic PET with Motion Correction Using Convolutional Neural Network.

Nuobei Xie, Kuang Gong, Ning Guo, ZhiXing Qin, Jianan Cui, Zhifang Wu, Huafeng Liu, Quanzheng Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Super Resolution of Arterial Spin Labeling MR Imaging Using Unsupervised Multi-scale Generative Adversarial Network.

Jianan Cui, Kuang Gong, Paul Han, Huafeng Liu, Quanzheng Li

Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

2019

Iterative PET Image Reconstruction Using Convolutional Neural Network Representation.

Kuang Gong, Jiahui Guan, Kyung Sang Kim, Xuezhu Zhang, Jaewon Yang, Youngho Seo, Georges El Fakhri, Jinyi Qi, Quanzheng Li

IEEE Trans. Medical Imaging, 2019

PET Image Reconstruction Using Deep Image Prior.

Kuang Gong, Ciprian Catana, Jinyi Qi, Quanzheng Li

IEEE Trans. Medical Imaging, 2019

Penalized-likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding.

Nuobei Xie, Kuang Gong, Ning Guo, ZhiXin Qin, Zhifang Wu, Huafeng Liu, Quanzheng Li

CoRR, 2019

Consensus Neural Network for Medical Imaging Denoising with Only Noisy Training Samples.

Dufan Wu, Kuang Gong, Kyung Sang Kim, Quanzheng Li

CoRR, 2019

Consensus Neural Network for Medical Imaging Denoising with Only Noisy Training Samples.

Dufan Wu, Kuang Gong, Kyung Sang Kim, Xiang Li, Quanzheng Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Automatic multi-modality segmentation of gross tumor volume for head and neck cancer radiotherapy using 3D U-Net.

Zhe Guo, Ning Guo, Kuang Gong, Quanzheng Li

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

2018

Penalized PET Reconstruction Using Deep Learning Prior and Local Linear Fitting.

Kyung Sang Kim, Dufan Wu, Kuang Gong, Joyita Dutta, Jong Hoon Kim, Young-Don Son, Hang-Keun Kim, Georges El Fakhri, Quanzheng Li

IEEE Trans. Medical Imaging, 2018

Corrections to "Direct Patlak Reconstruction From Dynamic PET Data Using the Kernel Method With MRI Information Based on Structural Similarity".

Kuang Gong, Jinxiu Cheng-Liao, Guobao Wang, Kevin T. Chen, Ciprian Catana, Jinyi Qi

IEEE Trans. Medical Imaging, 2018

Direct Patlak Reconstruction From Dynamic PET Data Using the Kernel Method With MRI Information Based on Structural Similarity.

Kuang Gong, Jinxiu Cheng-Liao, Guobao Wang, Kevin T. Chen, Ciprian Catana, Jinyi Qi

IEEE Trans. Medical Imaging, 2018

Learning Personalized Representation for Inverse Problems in Medical Imaging Using Deep Neural Network.

Kuang Gong, Kyung Sang Kim, Jianan Cui, Ning Guo, Ciprian Catana, Jinyi Qi, Quanzheng Li

CoRR, 2018

2017

Sinogram Blurring Matrix Estimation From Point Sources Measurements With Rank-One Approximation for Fully 3-D PET.

Kuang Gong, Jian Zhou, Michel Tohme, Martin Judenhofer, Yongfeng Yang, Jinyi Qi

IEEE Trans. Medical Imaging, 2017

Attenuation Correction for Brain PET imaging using Deep Neural Network based on Dixon and ZTE MR images.

Kuang Gong, Jaewon Yang, Kyung Sang Kim, Georges El Fakhri, Youngho Seo, Quanzheng Li

CoRR, 2017

Iterative PET Image Reconstruction Using Convolutional Neural Network Representation.

Kuang Gong, Jiahui Guan, Kyung Sang Kim, Xuezhu Zhang, Georges El Fakhri, Jinyi Qi, Quanzheng Li

CoRR, 2017