Synthesis of CT images from digital body phantoms using CycleGAN

被引:0
|
作者
Tom Russ
Stephan Goerttler
Alena-Kathrin Schnurr
Dominik F. Bauer
Sepideh Hatamikia
Lothar R. Schad
Frank G. Zöllner
Khanlian Chung
机构
[1] Heidelberg University,Computer Assisted Clinical Medicine, Medical Faculty Mannheim
[2] Austrian Center for Medical Innovation and Technology,Center for Medical Physics and Biomedical Engineering
[3] Medical University Vienna,undefined
关键词
CT synthesis; Generative adversarial networks; CycleGAN; Simulation-based deep learning; Physical modeling;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:1741 / 1750
页数:9
相关论文
共 50 条
  • [1] Synthesis of CT images from digital body phantoms using CycleGAN
    Russ, Tom
    Goerttler, Stephan
    Schnurr, Alena-Kathrin
    Bauer, Dominik F.
    Hatamikia, Sepideh
    Schad, Lothar R.
    Zoellner, Frank G.
    Chung, Khanlian
    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2019, 14 (10) : 1741 - 1750
  • [2] Lumbar Spine CT synthesis from MR images using CycleGAN - a preliminary study
    Bajger, Mariusz
    To, Minh-Son
    Lee, Gobert
    Wells, Adam
    Chong, Chee
    Agzarian, Marc
    Poonnoose, Santosh
    2021 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA 2021), 2021, : 420 - 427
  • [3] CT Brain Image Synthesization from MRI Brain Images Using CycleGAN
    Takamiya, Kazuki
    Iwamoto, Yutaro
    Nonaka, Masahiro
    Chen, Yen-Wei
    2023 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, ICCE, 2023,
  • [4] Synthetic CT Generation Using Unpaired Images in a CycleGAN with Identity Loss
    Sun, Z.
    Baek, S.
    Yaddanapudi, S.
    St-Aubin, J.
    MEDICAL PHYSICS, 2019, 46 (06) : E319 - E319
  • [5] Synthesis of pseudo-CT images from pelvic MRI images based on an MD-CycleGAN model for radiotherapy
    Sun, Hongfei
    Xi, Qianyi
    Fan, Rongbo
    Sun, Jiawei
    Xie, Kai
    Ni, Xinye
    Yang, Jianhua
    PHYSICS IN MEDICINE AND BIOLOGY, 2022, 67 (03):
  • [6] Automatic diagnosis of COVID-19 from CT images using CycleGAN and transfer learning
    Ghassemi, Navid
    Shoeibi, Afshin
    Khodatars, Marjane
    Heras, Jonathan
    Rahimi, Alireza
    Zare, Assef
    Zhang, Yu-Dong
    Pachori, Ram Bilas
    Gorriz, Manuel
    APPLIED SOFT COMPUTING, 2023, 144
  • [7] Synthesis of Lung CT to Proton CT Based on CycleGAN
    Sheng, C.
    Ding, Y.
    Qi, Y.
    Hu, M.
    Zhang, J.
    Cui, X.
    Zhang, Y.
    Huo, W.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2024, 120 (02): : E656 - E657
  • [8] Unpaired PET/CT image synthesis of liver region using CycleGAN
    Santini, Gianmarco
    Fourcade, Constance
    Moreau, Noemie
    Rousseau, Caroline
    Ferrer, Ludovic
    Lacombe, Marie
    Fleury, Vincent
    Campone, Mario
    Jezequel, Pascal
    Rubeaux, Mathieu
    16TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION PROCESSING AND ANALYSIS, 2020, 11583
  • [9] Variation of the indices in analysis software for PET/CT using digital phantoms
    Matsuzawa, S.
    Abe, S.
    Fujita, N.
    Mukumoto, R.
    Hasegawa, C.
    Odagawa, T.
    Kato, K.
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2018, 45 : S781 - S781
  • [10] Digital inpainting of mural images based on DC-CycleGAN
    Xu, Zhigang
    Zhang, Chenmin
    Wu, Yanpeng
    HERITAGE SCIENCE, 2023, 11 (01)