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Machine learning combined with radiomics and deep learning features extracted from CT images: a novel AI model to distinguish benign from malignant ovarian tumors Journal article
Ya-Ting Jan, Pei-Shan Tsai, Wen-Hui Huang, Ling-Ying Chou, Shih-Chieh Huang, Jing-Zhe Wang, Pei-Hsuan Lu, Dao-Chen Lin, Chun-Sheng Yen, Ju-Ping Teng, Greta S. P. Mok, Cheng-Ting Shih, Tung-Hsin Wu. Machine learning combined with radiomics and deep learning features extracted from CT images: a novel AI model to distinguish benign from malignant ovarian tumors[J]. Insights into Imaging, 2023, 14(1).
Authors:  Ya-Ting Jan;  Pei-Shan Tsai;  Wen-Hui Huang;  Ling-Ying Chou;  Shih-Chieh Huang; et al.
Favorite | TC[WOS]:19 TC[Scopus]:21  IF:4.1/5.9 | Submit date：2023/08/03
Computed Tomography  Deep Learning  Machine Learning  Ovarian Tumor  Radiomics  
Generative Adversarial Network-based Attenuation Correction for 99mTc-TRODAT-1 Brain SPECT Journal article
Yu Du, Han Jiang, Ching-Ni Lin, Zhengyu Peng, Jiangzhang Sun, Pai-Yi Chiu, Guang-Uei Hung, Greta S. P. Mok. Generative Adversarial Network-based Attenuation Correction for 99mTc-TRODAT-1 Brain SPECT[J]. Frontiers in Medicine, 2023.
Authors:  Yu Du;  Han Jiang;  Ching-Ni Lin;  Zhengyu Peng;  Jiangzhang Sun; et al.
Favorite |   IF:3.1/3.4 | Submit date：2023/08/24
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  
Biodistribution and Internal Dosimetry of 68Ga-DOTA-IBA PET Imaging for Patients with Bone Metastases Journal article
Jian Yang, Jia Dang, Dongmei Fan, Gefei Chen, Zhonglin Lu, Hanxiang Liu, Greta S. P. Mok, Yue Chen. Biodistribution and Internal Dosimetry of 68Ga-DOTA-IBA PET Imaging for Patients with Bone Metastases[J]. Clinical Nuclear Medicine, 2023, 48(10), 847-852.
Authors:  Jian Yang;  Jia Dang;  Dongmei Fan;  Gefei Chen;  Zhonglin Lu; et al.
Favorite | TC[WOS]:9 TC[Scopus]:9  IF:9.6/7.6 | Submit date：2023/08/24
Dota-iba  Pet/ct  Ga-68  Dosimetry  Biodistribution  Bone Metastasis  
METHODS OF GENERATING 4-DIMENSIONAL COMPUTER TOMOGRAPHY IMAGES Patent
专利类型: 发明专利 Invention, 专利号: US11648422B2, 申请日期: 2019-10-09, 公开日期: 2021-04-15
Authors:  MOK, Greta S. P.
Favorite |  | Submit date：2022/05/21
Deep learning–based dynamic PET parametric Ki image generation from lung static PET Journal article
Wang, Haiyan, Wu, Yaping, Huang, Zhenxing, Li, Zhicheng, Zhang, Na, Fu, Fangfang, Meng, Nan, Wang, Haining, Zhou, Yun, Yang, Yongfeng, Liu, Xin, Liang, Dong, Zheng, Hairong, Mok, Greta S. P., Wang, Meiyun, Hu, Zhanli. Deep learning–based dynamic PET parametric Ki image generation from lung static PET[J]. EUROPEAN RADIOLOGY, 2023, 33(4), 2676–2685.
Authors:  Wang, Haiyan;  Wu, Yaping;  Huang, Zhenxing;  Li, Zhicheng;  Zhang, Na; et al.
Favorite | TC[WOS]:11 TC[Scopus]:11  IF:4.7/5.2 | Submit date：2023/01/26
Positron Emission Tomography  Deep Learning  Lung Neoplasms  
Initial Investigations of Pinhole Numbers and Projection Views in Multi-pinhole Brain SPECT Conference paper
Wenbo Huang, Greta S. P. Mok. Initial Investigations of Pinhole Numbers and Projection Views in Multi-pinhole Brain SPECT[C], 2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC):IEEE, 2022, 182674.
Authors:  Wenbo Huang;  Greta S. P. Mok
Favorite | TC[Scopus]:1 | Submit date：2023/01/26
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  
Preliminary Performance Evaluation of Deep Learning-based Attenuation Corrections for Myocardial Perfusion SPECT Conference proceedings
2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 16-23 October 2021
Authors:  Yu Du;  Jingzhang Sun;  Greta S. P. Mok
Favorite | TC[Scopus]:0 | Submit date：2023/01/26
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