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Deep learning-based multi-frequency denoising for myocardial perfusion SPECT Journal article
Du, Yu, Sun, Jingzhang, Li, Chien Ying, Yang, Bang Hung, Wu, Tung Hsin, Mok, Greta S.P.. Deep learning-based multi-frequency denoising for myocardial perfusion SPECT[J]. EJNMMI Physics, 2024, 11(1), 80.
Authors:  Du, Yu;  Sun, Jingzhang;  Li, Chien Ying;  Yang, Bang Hung;  Wu, Tung Hsin; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.0/3.7 | Submit date：2024/11/05
Deep Learning  Myocardial Perfusion Spect  Generative Adversarial Network  Denoising  
Transfer learning-based attenuation correction for static and dynamic cardiac PET using a generative adversarial network Journal article
Hao Sun, Fanghu Wang, Yuling Yang, Xiaotong Hong, Weiping Xu, Shuxia Wang, Greta S. P. Mok, Lijun Lu. Transfer learning-based attenuation correction for static and dynamic cardiac PET using a generative adversarial network[J]. European Journal of Nuclear Medicine and Molecular Imaging, 2023, 50(12), 3630-3646.
Authors:  Hao Sun;  Fanghu Wang;  Yuling Yang;  Xiaotong Hong;  Weiping Xu; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:8.6/8.2 | Submit date：2023/08/03
Attenuation Correction  Deep Learning  Myocardial Blood Flow  Myocardial Perfusion Pet  Transfer Learning  
Fast myocardial perfusion SPECT denoising using an attention-guided generative adversarial network Journal article
Sun, Jingzhang, Yang, Bang Hung, Li, Chien Ying, Du, Yu, Liu, Yi Hwa, Wu, Tung Hsin, Mok, Greta S.P.. Fast myocardial perfusion SPECT denoising using an attention-guided generative adversarial network[J]. Frontiers in Medicine, 2023, 10, 1083413.
Authors:  Sun, Jingzhang;  Yang, Bang Hung;  Li, Chien Ying;  Du, Yu;  Liu, Yi Hwa; et al.
Favorite | TC[WOS]:3 TC[Scopus]:2  IF:3.1/3.4 | Submit date：2023/03/06
Attention-guided  Deep Learning  Denoising  Fast Spect  Myocardial Perfusion  
Deep-learning-based Estimation of Attenuation Map Improves Attenuation Correction Performance over Direct Attenuation Estimation for Myocardial Perfusion SPECT Journal article
Yu Du, Jingjie Shang, Jingzhang Sun, Lu Wang, Yi-Hwa Liu, Hao Xu, Greta S. P. Mok. Deep-learning-based Estimation of Attenuation Map Improves Attenuation Correction Performance over Direct Attenuation Estimation for Myocardial Perfusion SPECT[J]. Journal of Nuclear Cardiology, 2022, 30(3), 1022–1037.
Authors:  Yu Du;  Jingjie Shang;  Jingzhang Sun;  Lu Wang;  Yi-Hwa Liu; et al.
Favorite | TC[WOS]:10 TC[Scopus]:9  IF:3.0/2.9 | Submit date：2022/08/22
Deep Learning  Generative Adversarial Network  Mismatch  Attenuation  Correction  Myocardial Perfusion Spect  
Deep Learning-based Denoising in Projection-domain and Reconstruction-domain for Low Dose Myocardial Perfusion SPECT Journal article
Jingzhang Sun, Han Jiang, Yu Du, Chien-Ying Li, Tung-Hsin Wu, Yi-Hwa Liu, Bang-Hung Yang, Greta S. P. Mok. Deep Learning-based Denoising in Projection-domain and Reconstruction-domain for Low Dose Myocardial Perfusion SPECT[J]. JOURNAL OF NUCLEAR CARDIOLOGY, 2022, 30(3), 970-985.
Authors:  Jingzhang Sun;  Han Jiang;  Yu Du;  Chien-Ying Li;  Tung-Hsin Wu; et al.
Favorite | TC[WOS]:15 TC[Scopus]:16  IF:3.0/2.9 | Submit date：2022/08/22
Deep Learning  Low Dose  Myocardial Perfusion Spect  Projection  Reconstruction  
Pix2Pix generative adversarial network for low dose myocardial perfusion SPECT denoising Journal article
Sun, Jingzhang, Du, Yu, Li, Chien Ying, Wu, Tung Hsin, Yang, Bang Hung, Mok, Greta S.P.. Pix2Pix generative adversarial network for low dose myocardial perfusion SPECT denoising[J]. Quantitative Imaging in Medicine and Surgery, 2022, 12(7), 3539-3555.
Authors:  Sun, Jingzhang;  Du, Yu;  Li, Chien Ying;  Wu, Tung Hsin;  Yang, Bang Hung; et al.
Favorite | TC[WOS]:23 TC[Scopus]:27  IF:2.9/3.2 | Submit date：2022/08/02
Denoising  Generative Adversarial Network  Low Dose  Myocardial Perfusion (Mp) Spect  Pix2pix  
Dual gating myocardial perfusion SPECT denoising using a conditional generative adversarial network Journal article
Sun, Jingzhang, Zhang, Qi, Du, Yu, Zhang, Duo, Pretorius, P. Hendrik, King, Michael A., Mok, Greta S.P.. Dual gating myocardial perfusion SPECT denoising using a conditional generative adversarial network[J]. Medical Physics, 2022, 49(8), 5093-5106.
Authors:  Sun, Jingzhang;  Zhang, Qi;  Du, Yu;  Zhang, Duo;  Pretorius, P. Hendrik; et al.
Favorite | TC[WOS]:8 TC[Scopus]:11  IF:3.2/3.9 | Submit date：2022/08/05
Conditional Generative Adversarial Network  Denoising  Dual Gating  Myocardial Perfusion Spect  
Comparison of Projection-based and Reconstruction-based Low Dose SPECT Image Denoising Using a Conditional Generative Adversarial Network Conference paper
Mok, S. P., Zhang, Q, Sun, JZ, Du, Y. Comparison of Projection-based and Reconstruction-based Low Dose SPECT Image Denoising Using a Conditional Generative Adversarial Network[C], USA:IEEE, 2021.
Authors:  Mok, S. P.;  Zhang, Q;  Sun, JZ;  Du, Y
Favorite | TC[Scopus]:5 | Submit date：2022/07/28
Myocardial Perfusion  Spect/ct  Generative Adversarial Network, Denoising  
Preliminary Investigation of Auto-classification of Respiratory Trace Using Convolutional Neural Network for Adaptive Respiratory Gated Myocardial Perfusion SPECT Conference paper
Mok,Greta S.P., Zhang,Qi, Sun,Jingzhang, Zhang,Duo, Pretorius,P. Hendrik, King,Michael A.. Preliminary Investigation of Auto-classification of Respiratory Trace Using Convolutional Neural Network for Adaptive Respiratory Gated Myocardial Perfusion SPECT[C], USA:IEEE, 2019, 9059744.
Authors:  Mok,Greta S.P.;  Zhang,Qi;  Sun,Jingzhang;  Zhang,Duo;  Pretorius,P. Hendrik; et al.
Favorite | TC[WOS]:0 TC[Scopus]:3 | Submit date：2021/03/11
Respiratory Gating  Convolutional Neural Network  Myocardial Perfusion  Spect/ct  
Comparison of Different Attenuation Correction Methods for Dual Gating Myocardial Perfusion SPECT/CT Journal article
Qi Zhang, Duo Zhang, Greta S. P. Mok. Comparison of Different Attenuation Correction Methods for Dual Gating Myocardial Perfusion SPECT/CT[J]. IEEE TRANSACTIONS ON RADIATION AND PLASMA MEDICAL SCIENCES, 2019, 3(5), 565-571.
Authors:  Qi Zhang;  Duo Zhang;  Greta S. P. Mok
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:4.6/3.6 | Submit date：2020/06/12
Attenuation Correction (Ac)  Dual Gating  Myocardial Perfusion  Single Photon Emission Computed Tomography (Spect)/ct