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Kuang Gong
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2020 – today
- 2024
- [j15]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): 2036-2049 (2024) - [j14]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): 2098-2112 (2024) - [i17]Yafei Dong, Kuang Gong:
Head and Neck Tumor Segmentation from [18F]F-FDG PET/CT Images Based on 3D Diffusion Model. CoRR abs/2401.17593 (2024) - [i16]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 abs/2405.14802 (2024) - 2023
- [j13]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): 785-796 (2023) - [i15]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 abs/2302.03861 (2023) - [i14]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 abs/2306.11984 (2023) - 2022
- [j12]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: 102519 (2022) - [j11]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): 4-14 (2022) - [j10]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): 680-689 (2022) - [c6]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: 75-83 - [c5]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: 173-183 - [i13]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 abs/2201.01443 (2022) - [i12]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 abs/2203.08034 (2022) - [i11]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 abs/2209.03300 (2022) - [i10]Kuang Gong, Keith A. Johnson, Georges El Fakhri, Quanzheng Li, Tinsu Pan:
PET image denoising based on denoising diffusion probabilistic models. CoRR abs/2209.06167 (2022) - [i9]Ye Li, Junyu Chen, Se-In Jang, Kuang Gong, Quanzheng Li:
Investigation of Network Architecture for Multimodal Head-and-Neck Tumor Segmentation. CoRR abs/2212.10724 (2022) - 2021
- [j9]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: 118380 (2021) - [i8]Kuang Gong, Ciprian Catana, Jinyi Qi, Quanzheng Li:
Direct Reconstruction of Linear Parametric Images from Dynamic PET Using Nonlocal Deep Image Prior. CoRR abs/2106.10359 (2021) - 2020
- [j8]Kuang Gong
, Eric Berg
, Simon R. Cherry
, Jinyi Qi
:
Machine Learning in PET: From Photon Detection to Quantitative Image Reconstruction. Proc. IEEE 108(1): 51-68 (2020) - [j7]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): 3529-3538 (2020) - [c4]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: 50-59 - [c3]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: 793-802 - [i7]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 abs/2009.05901 (2020) - [i6]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 abs/2009.06129 (2020)
2010 – 2019
- 2019
- [j6]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): 675-685 (2019) - [j5]Kuang Gong
, Ciprian Catana, Jinyi Qi
, Quanzheng Li
:
PET Image Reconstruction Using Deep Image Prior. IEEE Trans. Medical Imaging 38(7): 1655-1665 (2019) - [c2]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: 1095009 - [c1]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: 741-749 - [i5]Dufan Wu, Kuang Gong, Kyung Sang Kim, Quanzheng Li:
Consensus Neural Network for Medical Imaging Denoising with Only Noisy Training Samples. CoRR abs/1906.03639 (2019) - [i4]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 abs/1912.07180 (2019) - 2018
- [j4]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): 955-965 (2018) - [j3]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): 1478-1487 (2018) - [j2]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): 1955 (2018) - [i3]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 abs/1807.01759 (2018) - 2017
- [j1]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): 2179-2188 (2017) - [i2]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 abs/1710.03344 (2017) - [i1]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 abs/1712.06203 (2017)
Coauthor Index
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