Deep learning-assisted PET imaging achieves fast scan/low-dose examination

被引:0
|
作者
Yan Xing
Wenli Qiao
Taisong Wang
Ying Wang
Chenwei Li
Yang Lv
Chen Xi
Shu Liao
Zheng Qian
Jinhua Zhao
机构
[1] Shanghai Jiaotong University,Department of Nuclear Medicine, Shanghai General Hospital
[2] United Imaging Healthcare,undefined
[3] Shanghai United Imaging Intelligence Co. Ltd,undefined
来源
关键词
Positron emission tomography and computed tomography (PET/CT); Deep learning; Denoising technique; Image quality;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [31] Full-Dose PET Image Estimation from Low-Dose PET Image Using Deep Learning: a Pilot Study
    Kaplan, Sydney
    Zhu, Yang-Ming
    JOURNAL OF DIGITAL IMAGING, 2019, 32 (05) : 773 - 778
  • [32] A Deep Learning Assisted Compressed Sensing Reconstruction for Low-Dose 4DCT
    Han, Y.
    Yang, Y.
    MEDICAL PHYSICS, 2024, 51 (09) : 6617 - 6617
  • [33] 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
  • [34] 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
  • [35] 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
  • [36] Development of Deep Learning-based Automatic Scan Range Setting Model for Lung Cancer Screening Low-dose CT Imaging
    Ruan, Jingru
    Meng, Yu
    Zhao, Fanfan
    Gu, Hongxian
    He, Linyang
    Gong, Xiangyang
    ACADEMIC RADIOLOGY, 2022, 29 (10) : 1541 - 1551
  • [37] Noise reduction with cross-tracer transfer deep learning for low-dose oncological PET
    Liu, Hui
    Wu, Jing
    Lu, Wenzhuo
    Onofrey, John
    Liu, Yi-Hwa
    Liu, Chi
    JOURNAL OF NUCLEAR MEDICINE, 2019, 60
  • [38] Quantitative Imaging with Low-dose CT in the PET/CT System
    Nam, Sora
    Kim, Hee-Joung
    Yu, A-Ram
    Cho, Hyo-Min
    Lee, Chang-Lae
    Park, Hye-Suk
    JOURNAL OF THE KOREAN PHYSICAL SOCIETY, 2009, 55 (04) : 1626 - 1631
  • [39] Quantitative imaging with low-dose CT in the PET/CT system
    Nam, Sora
    Kim, Hee-Joung
    Jung, Ji young
    Cho, Hyo-Min
    Le, Chang-Lae
    2007 IEEE NUCLEAR SCIENCE SYMPOSIUM CONFERENCE RECORD, VOLS 1-11, 2007, : 3436 - 3439
  • [40] Deep Learning-assisted Scan Chain Diagnosis with Different Fault Models during Manufacturing Test
    Jana, Utsav
    Banerjee, Sourav
    Kumar, Binod
    Madhu, B.
    Umapathi, Shankar
    Fujita, Masahiro
    2022 IEEE 31ST ASIAN TEST SYMPOSIUM (ATS 2022), 2022, : 72 - 77