Deep Learning on Enhancing Quality Recovery for Lowdose PET Imaging with Auxiliary Multiple Lower-dose Repetitions

被引:0
|
作者
Chen, Y. [1 ]
Guo, R. [2 ,3 ]
Xue, S. [1 ]
Zhang, X. [2 ,3 ]
Sari, H. [1 ,4 ]
Viscone, M. [1 ]
Rominger, A. [1 ]
Li, B. [2 ,3 ]
Shi, K. [1 ]
机构
[1] Univ Bern, Dept Nucl Med, Inselspital, Bern, Switzerland
[2] Shanghai Jiao Tong Univ, Ruijin Hosp, Dept Nucl Med, Sch Med, Shanghai, Peoples R China
[3] Shanxi Med Univ, Collaborat Innovat Ctr Mol Imaging Precis Med, Taiyuan, Peoples R China
[4] Siemens Healthineers Int AG, Zurich, Switzerland
关键词
D O I
暂无
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
EP-0887
引用
收藏
页码:S786 / S787
页数:2
相关论文
共 50 条
  • [31] Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging
    Amirhossein Sanaat
    Isaac Shiri
    Hossein Arabi
    Ismini Mainta
    René Nkoulou
    Habib Zaidi
    European Journal of Nuclear Medicine and Molecular Imaging, 2021, 48 : 2405 - 2415
  • [32] Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging
    Sanaat, Amirhossein
    Shiri, Isaac
    Arabi, Hossein
    Mainta, Ismini
    Nkoulou, Rene
    Zaidi, Habib
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2021, 48 (08) : 2405 - 2415
  • [33] Ultralow-dose CT imaging with deep learning noise reduction on EXPLORER total-body PET/CT scanner
    Ahlquist, Jesse
    Abdelhafez, Yasser
    Nardo, Lorenzo
    Badawi, Ramsey
    Qi, Jinyi
    Wang, Guobao
    JOURNAL OF NUCLEAR MEDICINE, 2020, 61
  • [34] Deep progressive learning achieves whole-body low-dose 18F-FDG PET imaging
    Taisong Wang
    Wenli Qiao
    Ying Wang
    Jingyi Wang
    Yang Lv
    Yun Dong
    Zheng Qian
    Yan Xing
    Jinhua Zhao
    EJNMMI Physics, 9
  • [35] Deep progressive learning achieves whole-body low-dose 18F-FDG PET imaging
    Wang, Taisong
    Qiao, Wenli
    Wang, Ying
    Wang, Jingyi
    Lv, Yang
    Dong, Yun
    Qian, Zheng
    Xing, Yan
    Zhao, Jinhua
    EJNMMI PHYSICS, 2022, 9 (01)
  • [36] Adversarial EM for variational deep learning: Application to semi-supervised image quality enhancement in low-dose PET and low-dose CT
    Sharma, Vatsala
    Awate, Suyash P.
    MEDICAL IMAGE ANALYSIS, 2024, 97
  • [37] Low-Dose 68 Ga-PSMA Prostate PET/MRI Imaging Using Deep Learning Based on MRI Priors
    Deng, Fuquan
    Li, Xiaoyuan
    Yang, Fengjiao
    Sun, Hongwei
    Yuan, Jianmin
    He, Qiang
    Xu, Weifeng
    Yang, Yongfeng
    Liang, Dong
    Liu, Xin
    Mok, Greta S. P.
    Zheng, Hairong
    Hu, Zhanli
    FRONTIERS IN ONCOLOGY, 2022, 11
  • [38] CT-guided Deep Learning Denoising of Low-Dose Micro-PET for Intraoperative Breast Cancer Specimen Imaging
    Balot, E.
    Maris, L.
    Muller, F. M.
    Keereman, V.
    Vandenberghe, S.
    Vanhove, C.
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2024, 51 : S779 - S780
  • [39] Enhancing Texture Detail Recovery in Low-Dose X-Ray Fluoroscopic Images with a Multi-Frame Deep Learning Framework
    Kim, Wonjin
    Jeon, Sun-Young
    Choi, Jang-Hwan
    MEDICAL IMAGING 2024: PHYSICS OF MEDICAL IMAGING, PT 1, 2024, 12925
  • [40] Utilizing deep learning techniques to improve image quality and noise reduction in preclinical low-dose PET images in the sinogram domain
    Doss, Kishore Krishnagiri Manoj
    Chen, Jyh-Cheng
    MEDICAL PHYSICS, 2024, 51 (01) : 209 - 223