Kuang Gong

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 38

Top Topics

Image Reconstruction

Top Venues

IEEE Trans. Medical Imaging

Publications

Bao Yang, Kuang Gong, Huafeng Liu, Quanzheng Li, Wentao Zhu
Anatomically Guided PET Image Reconstruction Using Conditional Weakly-Supervised Multi-Task Learning Integrating Self-Attention. IEEE Trans. Medical Imaging 43 (6) (2024)
Yafei Dong, Kuang Gong
Head and Neck Tumor Segmentation from [18F]F-FDG PET/CT Images Based on 3D Diffusion Model. CoRR (2024)
Se-In Jang, Tinsu Pan, Ye Li, Pedram Heidari, Junyu Chen, Quanzheng Li, Kuang Gong
Spach Transformer: Spatial and Channel-Wise Transformer Based on Local and Global Self-Attentions for PET Image Denoising. IEEE Trans. Medical Imaging 43 (6) (2024)
Hongxu Jiang, Muhammad Imran, Linhai Ma, Teng Zhang, Yuyin Zhou, Muxuan Liang, Kuang Gong, Wei Shao
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation. CoRR (2024)
Siqi Li, Kuang Gong, Ramsey D. Badawi, Edward J. Kim, Jinyi Qi, Guobao Wang
Neural KEM: A Kernel Method With Deep Coefficient Prior for PET Image Reconstruction. IEEE Trans. Medical Imaging 42 (3) (2023)
Gary Y. Li, Junyu Chen, Se-In Jang, Kuang Gong, Quanzheng Li
SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images. CoRR (2023)
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
TauPETGen: Text-Conditional Tau PET Image Synthesis Based on Latent Diffusion Models. CoRR (2023)
Kuang Gong, Ciprian Catana, Jinyi Qi, Quanzheng Li
Direct Reconstruction of Linear Parametric Images From Dynamic PET Using Nonlocal Deep Image Prior. IEEE Trans. Medical Imaging 41 (3) (2022)
Se-In Jang, Tinsu Pan, Ye Li, Pedram Heidari, Junyu Chen, Quanzheng Li, Kuang Gong
Spach Transformer: Spatial and Channel-wise Transformer Based on Local and Global Self-attentions for PET Image Denoising. CoRR (2022)
Siqi Li, Kuang Gong, Ramsey D. Badawi, Edward J. Kim, Jinyi Qi, Guobao Wang
Neural KEM: A Kernel Method with Deep Coefficient Prior for PET Image Reconstruction. CoRR (2022)
Ye Li, Jianan Cui, Junyu Chen, Guodong Zeng, Scott Wollenweber, Floris Jansen, Se-In Jang, Kyung Sang Kim, Kuang Gong, Quanzheng Li
A Noise-level-aware Framework for PET Image Denoising. CoRR (2022)
Ye Li, Jianan Cui, Junyu Chen, Guodong Zeng, Scott Wollenweber, Floris Jansen, Se-In Jang, Kyung Sang Kim, Kuang Gong, Quanzheng Li
A Noise-Level-Aware Framework for PET Image Denoising. MLMIR@MICCAI (2022)
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
PET Denoising and Uncertainty Estimation Based on NVAE Model Using Quantile Regression Loss. MICCAI (4) (2022)
Jianan Cui, Kuang Gong, Ning Guo, Kyung Sang Kim, Huafeng Liu, Quanzheng Li
Unsupervised PET logan parametric image estimation using conditional deep image prior. Medical Image Anal. 80 (2022)
Ye Li, Junyu Chen, Se-In Jang, Kuang Gong, Quanzheng Li
Investigation of Network Architecture for Multimodal Head-and-Neck Tumor Segmentation. CoRR (2022)
Kuang Gong, Keith A. Johnson, Georges El Fakhri, Quanzheng Li, Tinsu Pan
PET image denoising based on denoising diffusion probabilistic models. CoRR (2022)
Nuobei Xie, Kuang Gong, Ning Guo, ZhiXing Qin, Zhifang Wu, Huafeng Liu, Quanzheng Li
Penalized-Likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding. IEEE Trans. Biomed. Eng. 69 (1) (2022)
Kuang Gong, Ciprian Catana, Jinyi Qi, Quanzheng Li
Direct Reconstruction of Linear Parametric Images from Dynamic PET Using Nonlocal Deep Image Prior. CoRR (2021)
Nuobei Xie, Kuang Gong, Ning Guo, ZhiXing Qin, Zhifang Wu, Huafeng Liu, Quanzheng Li
Rapid high-quality PET Patlak parametric image generation based on direct reconstruction and temporal nonlocal neural network. NeuroImage 240 (2021)
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
Severity and Consolidation Quantification of COVID-19 From CT Images Using Deep Learning Based on Hybrid Weak Labels. IEEE J. Biomed. Health Informatics 24 (12) (2020)
Nuobei Xie, Kuang Gong, Ning Guo, ZhiXing Qin, Jianan Cui, Zhifang Wu, Huafeng Liu, Quanzheng Li
Clinically Translatable Direct Patlak Reconstruction from Dynamic PET with Motion Correction Using Convolutional Neural Network. MICCAI (7) (2020)
Kuang Gong, Eric Berg, Simon R. Cherry, Jinyi Qi
Machine Learning in PET: From Photon Detection to Quantitative Image Reconstruction. Proc. IEEE 108 (1) (2020)
Jianan Cui, Kuang Gong, Paul Han, Huafeng Liu, Quanzheng Li
Super Resolution of Arterial Spin Labeling MR Imaging Using Unsupervised Multi-scale Generative Adversarial Network. MLMI@MICCAI (2020)
Nuobei Xie, Kuang Gong, Ning Guo, ZhiXing Qin, Jianan Cui, Zhifang Wu, Huafeng Liu, Quanzheng Li
Clinically Translatable Direct Patlak Reconstruction from Dynamic PET with Motion Correction Using Convolutional Neural Network. CoRR (2020)
Jianan Cui, Kuang Gong, Paul Han, Huafeng Liu, Quanzheng Li
Super Resolution of Arterial Spin Labeling MR Imaging Using Unsupervised Multi-Scale Generative Adversarial Network. CoRR (2020)
Kuang Gong, Ciprian Catana, Jinyi Qi, Quanzheng Li
PET Image Reconstruction Using Deep Image Prior. IEEE Trans. Medical Imaging 38 (7) (2019)
Nuobei Xie, Kuang Gong, Ning Guo, ZhiXin Qin, Zhifang Wu, Huafeng Liu, Quanzheng Li
Penalized-likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding. CoRR (2019)
Dufan Wu, Kuang Gong, Kyung Sang Kim, Xiang Li, Quanzheng Li
Consensus Neural Network for Medical Imaging Denoising with Only Noisy Training Samples. MICCAI (4) (2019)
Zhe Guo, Ning Guo, Kuang Gong, Quanzheng Li
Automatic multi-modality segmentation of gross tumor volume for head and neck cancer radiotherapy using 3D U-Net. Medical Imaging: Computer-Aided Diagnosis (2019)
Dufan Wu, Kuang Gong, Kyung Sang Kim, Quanzheng Li
Consensus Neural Network for Medical Imaging Denoising with Only Noisy Training Samples. CoRR (2019)
Kuang Gong, Jiahui Guan, Kyung Sang Kim, Xuezhu Zhang, Jaewon Yang, Youngho Seo, Georges El Fakhri, Jinyi Qi, Quanzheng Li
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation. IEEE Trans. Medical Imaging 38 (3) (2019)
Kuang Gong, Jinxiu Cheng-Liao, Guobao Wang, Kevin T. Chen, Ciprian Catana, Jinyi Qi
Direct Patlak Reconstruction From Dynamic PET Data Using the Kernel Method With MRI Information Based on Structural Similarity. IEEE Trans. Medical Imaging 37 (4) (2018)
Kyung Sang Kim, Dufan Wu, Kuang Gong, Joyita Dutta, Jong Hoon Kim, Young-Don Son, Hang-Keun Kim, Georges El Fakhri, Quanzheng Li
Penalized PET Reconstruction Using Deep Learning Prior and Local Linear Fitting. IEEE Trans. Medical Imaging 37 (6) (2018)
Kuang Gong, Kyung Sang Kim, Jianan Cui, Ning Guo, Ciprian Catana, Jinyi Qi, Quanzheng Li
Learning Personalized Representation for Inverse Problems in Medical Imaging Using Deep Neural Network. CoRR (2018)
Kuang Gong, Jinxiu Cheng-Liao, Guobao Wang, Kevin T. Chen, Ciprian Catana, Jinyi Qi
Corrections to "Direct Patlak Reconstruction From Dynamic PET Data Using the Kernel Method With MRI Information Based on Structural Similarity". IEEE Trans. Medical Imaging 37 (8) (2018)
Kuang Gong, Jian Zhou, Michel Tohme, Martin Judenhofer, Yongfeng Yang, Jinyi Qi
Sinogram Blurring Matrix Estimation From Point Sources Measurements With Rank-One Approximation for Fully 3-D PET. IEEE Trans. Medical Imaging 36 (10) (2017)
Kuang Gong, Jiahui Guan, Kyung Sang Kim, Xuezhu Zhang, Georges El Fakhri, Jinyi Qi, Quanzheng Li
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation. CoRR (2017)
Kuang Gong, Jaewon Yang, Kyung Sang Kim, Georges El Fakhri, Youngho Seo, Quanzheng Li
Attenuation Correction for Brain PET imaging using Deep Neural Network based on Dixon and ZTE MR images. CoRR (2017)