Deep learning-based attenuation correction for brain PET with various radiotracers

被引:0
|
作者
Fumio Hashimoto
Masanori Ito
Kibo Ote
Takashi Isobe
Hiroyuki Okada
Yasuomi Ouchi
机构
[1] Hamamatsu Photonics K.K.,Central Research Laboratory
[2] Hamamatsu Photonics K.K.,Global Strategic Challenge Center
[3] Hamamatsu Medical Photonics Foundation,Hamamatsu Medical Imaging Center
[4] Hamamatsu University School of Medicine,Department of Biofunctional Imaging, Preeminent Medical Photonics Education and Research Center
来源
关键词
Attenuation correction; Convolutional neural networks; Deep learning; Positron emission tomography (PET);
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:691 / 701
页数:10
相关论文
共 50 条
  • [1] Deep learning-based attenuation correction for brain PET with various radiotracers
    Hashimoto, Fumio
    Ito, Masanori
    Ote, Kibo
    Isobe, Takashi
    Okada, Hiroyuki
    Ouchi, Yasuomi
    ANNALS OF NUCLEAR MEDICINE, 2021, 35 (06) : 691 - 701
  • [2] Deep learning-based CT-less attenuation correction of brain FDG PET
    Partin, Lauren
    Spottiswoode, Bruce
    Hayden, Charles
    Armstrong, Ian
    Fahmi, Rachid
    JOURNAL OF NUCLEAR MEDICINE, 2024, 65
  • [3] Assessment of deep learning-based PET attenuation correction frameworks in the sinogram domain
    Arabi, Hossein
    Zaidi, Habib
    PHYSICS IN MEDICINE AND BIOLOGY, 2021, 66 (14):
  • [4] Deep learning-based correction of PET attenuation correction artifacts at the lung-liver interface
    Bradshaw, Tyler
    McMillan, Alan
    Cho, Steve
    JOURNAL OF NUCLEAR MEDICINE, 2020, 61
  • [5] A deep learning-based whole-body solution for PET/MRI attenuation correction
    Ahangari, Sahar
    Olin, Anders Beck
    Federspiel, Marianne Kinggard
    Jakoby, Bjoern
    Andersen, Thomas Lund
    Hansen, Adam Espe
    Fischer, Barbara Malene
    Andersen, Flemming Littrup
    EJNMMI PHYSICS, 2022, 9 (01)
  • [6] A deep learning-based whole-body solution for PET/MRI attenuation correction
    Sahar Ahangari
    Anders Beck Olin
    Marianne Kinggård Federspiel
    Bjoern Jakoby
    Thomas Lund Andersen
    Adam Espe Hansen
    Barbara Malene Fischer
    Flemming Littrup Andersen
    EJNMMI Physics, 9
  • [7] Brain PET-MR attenuation correction with deep learning
    Yaakub, S. N.
    McGinnity, C. J.
    Beck, K.
    Merida, I.
    Dunston, E.
    Muffoletto, M.
    Qureshi, A.
    Bhattacharya, S.
    MacKewn, J.
    Hammers, A.
    JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2019, 39 : 600 - 601
  • [8] Learning-Based Attenuation Correction for Brain PET/MRI Using Artificial Neural Networks
    Yang, Bao
    Tang, Jing
    2017 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (NSS/MIC), 2017,
  • [9] Novel deep learning-based CT synthesis algorithm for MRI-guided PET attenuation correction in brain PET/MR imaging
    Arabi, Hossein
    Zeng, Guodong
    Zheng, Guoyan
    Zaidi, Habib
    2018 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE PROCEEDINGS (NSS/MIC), 2018,
  • [10] A deep learning-based approach for direct whole-body PET attenuation correction.
    Van Hemmen, Helena
    Massa, Haley
    Hurley, Samuel
    Cho, Steve
    Bradshaw, Tyler
    McMillan, Alan
    JOURNAL OF NUCLEAR MEDICINE, 2019, 60