Deep Learning with Adaptive Hyper-Parameters for Image Reconstruction in Low-Dose CT

被引:0
|
作者
Ding, Q. [1 ]
Gao, H. [2 ]
Ji, H. [1 ]
机构
[1] Natl Univ Singapore, Singapore, Singapore
[2] Emory Univ, Winship Canc Inst, Atlanta, GA 30322 USA
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
BReP-SNAP-
引用
收藏
页码:E392 / E392
页数:1
相关论文
共 50 条
  • [31] 75% radiation dose reduction using deep learning reconstruction on low-dose chest CT
    Jo, Gyeong Deok
    Ahn, Chulkyun
    Hong, Jung Hee
    Kim, Da Som
    Park, Jongsoo
    Kim, Hyungjin
    Kim, Jong Hyo
    Goo, Jin Mo
    Nam, Ju Gang
    BMC MEDICAL IMAGING, 2023, 23 (01)
  • [32] StatNet: Statistical Image Restoration for Low-Dose CT using Deep Learning
    Choi, Kihwan
    Lim, Joon Seok
    Kim, Sungwon Kim
    IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2020, 14 (06) : 1137 - 1150
  • [33] 75% radiation dose reduction using deep learning reconstruction on low-dose chest CT
    Gyeong Deok Jo
    Chulkyun Ahn
    Jung Hee Hong
    Da Som Kim
    Jongsoo Park
    Hyungjin Kim
    Jong Hyo Kim
    Jin Mo Goo
    Ju Gang Nam
    BMC Medical Imaging, 23
  • [34] Self-Supervised Deep Learning for Low-Dose CT Image Denoising
    Bai, T.
    Nguyen, D.
    Jiang, S.
    MEDICAL PHYSICS, 2020, 47 (06) : E658 - E658
  • [35] Constraints on Hyper-parameters in Deep Learning Convolutional Neural Networks
    Al-Saggaf, Ubaid M.
    Botalb, Abdelaziz
    Faisal, Muhammad
    Moinuddin, Muhammad
    Alsaggaf, Abdulrahman U.
    Alfakeh, Sulhi Ali
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (11) : 439 - 449
  • [36] Exploiting Parameters Learning for Hyper-parameters Optimization in Deep Neural Networks
    Fraccaroli, Michele
    Lamma, Evelina
    Riguzzi, Fabrizio
    ELECTRONIC PROCEEDINGS IN THEORETICAL COMPUTER SCIENCE, 2022, 364
  • [37] Impact of deep learning image reconstruction on volumetric accuracy and image quality of pulmonary nodules with different morphologies in low-dose CT
    D'hondt, L.
    Franck, C.
    Kellens, P-j.
    Zanca, F.
    Buytaert, D.
    Van Hoyweghen, A.
    El Addouli, H.
    Carpentier, K.
    Niekel, M.
    Spinhoven, M.
    Bacher, K.
    Snoeckx, A.
    CANCER IMAGING, 2024, 24 (01)
  • [38] Optimizing the hyper-parameters of deep reinforcement learning for building control
    Li, Shuhao
    Su, Shu
    Lin, Xiaorui
    BUILDING SIMULATION, 2025,
  • [39] A novel weight initialization with adaptive hyper-parameters for deep semantic segmentation
    Nuhman Ul Haq
    Ahmad Khan
    Zia ur Rehman
    Ahmad Din
    Ling Shao
    Sajid Shah
    Multimedia Tools and Applications, 2021, 80 : 21771 - 21787
  • [40] Low-dose CT iterative reconstruction based on image block classification and dictionary learning
    Gui, Yunjia
    Zhao, Xia
    Bai, Yunjiao
    Zhao, Rongge
    Li, Wenqiang
    Liu, Yi
    SIGNAL IMAGE AND VIDEO PROCESSING, 2023, 17 (02) : 407 - 415