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Jianan Cui
Jianan Cui
Zhejiang University of Technology
Verified email at zju.edu.cn
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Year
PET image denoising using unsupervised deep learning
J Cui, K Gong, N Guo, C Wu, X Meng, K Kim, K Zheng, Z Wu, L Fu, B Xu, ...
European journal of nuclear medicine and molecular imaging 46, 2780-2789, 2019
2212019
Deep reconstruction model for dynamic PET images
J Cui, X Liu, Y Wang, H Liu
PloS one 12 (9), e0184667, 2017
492017
The evolution of image reconstruction in PET: from filtered back-projection to artificial intelligence
K Gong, K Kim, J Cui, D Wu, Q Li
PET clinics 16 (4), 533-542, 2021
232021
Populational and individual information based PET image denoising using conditional unsupervised learning
J Cui, K Gong, N Guo, C Wu, K Kim, H Liu, Q Li
Physics in Medicine & Biology 66 (15), 155001, 2021
212021
CT-guided PET parametric image reconstruction using deep neural network without prior training data
J Cui, K Gong, N Guo, K Kim, H Liu, Q Li
Medical Imaging 2019: Physics of Medical Imaging 10948, 238-243, 2019
172019
Clinically translatable direct Patlak reconstruction from dynamic PET with motion correction using convolutional neural network
N Xie, K Gong, N Guo, Z Qin, J Cui, Z Wu, H Liu, Q Li
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
112020
Simultaneous estimation and segmentation from projection data in dynamic PET
J Cui, H Yu, S Chen, Y Chen, H Liu
Medical physics 46 (3), 1245-1259, 2019
102019
PET denoising and uncertainty estimation based on NVAE model using quantile regression loss
J Cui, Y Xie, AA Joshi, K Gong, K Kim, YD Son, JH Kim, R Leahy, H Liu, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2022
92022
Unsupervised PET logan parametric image estimation using conditional deep image prior
J Cui, K Gong, N Guo, K Kim, H Liu, Q Li
Medical image analysis 80, 102519, 2022
92022
CT-guided PET image denoising using deep neural network without prior training data
J Cui, K Gong, N Guo, X Meng, K Kim, H Liu, Q Li
2018 IEEE Nuclear Science Symposium and Medical Imaging Conference …, 2018
72018
Learning personalized representation for inverse problems in medical imaging using deep neural network
K Gong, K Kim, J Cui, N Guo, C Catana, J Qi, Q Li
arXiv preprint arXiv:1807.01759, 2018
72018
Unsupervised arterial spin labeling image superresolution via multiscale generative adversarial network
J Cui, K Gong, P Han, H Liu, Q Li
Medical Physics 49 (4), 2373-2385, 2022
62022
Structure and tracer kinetics-driven dynamic PET reconstruction
J Cui, Z Qin, S Chen, Y Chen, H Liu
IEEE Transactions on Radiation and Plasma Medical Sciences 4 (4), 400-409, 2019
52019
Population and individual information guided PET image denoising using deep neural network
J Cui, K Gong, N Guo, C Wu, K Kim, H Liu, Q Li
15th International Meeting on Fully Three-Dimensional Image Reconstruction …, 2019
52019
A noise-level-aware framework for PET image denoising
Y Li, J Cui, J Chen, G Zeng, S Wollenweber, F Jansen, SI Jang, K Kim, ...
International Workshop on Machine Learning for Medical Image Reconstruction …, 2022
32022
Novel radiomic features based on graph theory for PET image analysis
Z Zhou, N Guo, J Cui, X Meng, Y Hu, H Bao, X Li, Q Li
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
32019
STPDnet: Spatial-temporal convolutional primal dual network for dynamic PET image reconstruction
R Hu, J Cui, C Yu, Y Chen, H Liu
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023
22023
PET denoising and uncertainty estimation based on NVAE model
J Cui, Y Xie, K Gong, K Kim, J Yang, P Larson, T Hope, S Behr, Y Seo, ...
2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2021
22021
Super resolution of arterial spin labeling MR imaging using unsupervised multi-scale generative adversarial network
J Cui, K Gong, P Han, H Liu, Q Li
Machine Learning in Medical Imaging: 11th International Workshop, MLMI 2020 …, 2020
22020
Dynamic low-count PET image reconstruction using spatio-temporal primal dual network
R Hu, J Cui, C Li, C Yu, Y Chen, H Liu
Physics in Medicine & Biology 68 (13), 135015, 2023
12023
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