Automatic CBCT-Based Multi-Organ Segmentation Using Deep-Learning for Pancreatic Adaptive Radiotherapy

被引:0
|
作者
Liu, Y. [1 ]
Lei, Y. [1 ]
Janopaul-naylor, J. [1 ]
Harms, J. [1 ]
Wang, T. [1 ]
Curran, W. [2 ]
Patel, P. [1 ]
Liu, T. [1 ]
Yang, X. [1 ]
机构
[1] Emory Univ, Atlanta, GA 30322 USA
[2] Winship Canc Inst, Atlanta, GA 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
SU-CD-TRAC
引用
收藏
页码:E265 / E265
页数:1
相关论文
共 50 条
  • [1] CBCT-Based Synthetic CT Using Deep Learning for Pancreatic Adaptive Radiotherapy
    Liu, Y.
    Lei, Y.
    Wang, T.
    Patel, P.
    Liu, T.
    Curran, W.
    Yang, X.
    MEDICAL PHYSICS, 2019, 46 (06) : E131 - E132
  • [2] The use of deep-learning based CBCT segmentation in adaptive radiotherapy
    Yang, X.
    Lei, Y.
    Roper, J.
    Patel, P.
    Jani, A.
    Bradley, J.
    Liu, T.
    RADIOTHERAPY AND ONCOLOGY, 2021, 161 : S364 - S365
  • [3] Male pelvic multi-organ segmentation aided by CBCT-based synthetic MRI
    Lei, Yang
    Wang, Tonghe
    Tian, Sibo
    Dong, Xue
    Jani, Ashesh B.
    Schuster, David
    Curran, Walter J.
    Patel, Pretesh
    Liu, Tian
    Yang, Xiaofeng
    PHYSICS IN MEDICINE AND BIOLOGY, 2020, 65 (03):
  • [4] Synthetic CT-aided Online CBCT Multi-Organ Segmentation for CBCT-guided Adaptive Radiotherapy of Pancreatic Cancer
    Janopaul-Naylor, J.
    Lei, Y.
    Liu, Y.
    Wang, T.
    Curran, W. J., Jr.
    Liu, T.
    Patel, P. R.
    Yang, X.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2020, 108 (03): : S7 - S8
  • [5] Evaluating a Personalized Deep-Learning-Based Auto-Segmentation Method for CBCT-Based Adaptive Radiotherapy
    Liang, X.
    Chun, J.
    Morgan, H. E.
    Bai, T.
    Nguyen, D.
    Park, J.
    Jiang, S. B.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2022, 114 (03): : E120 - E120
  • [6] Multi-Organ Gland Segmentation Using Deep Learning
    Binder, Thomas
    Tantaoui, El Mehdi
    Pati, Pushpak
    Catena, Raul
    Set-Aghayan, Ago
    Gabrani, Maria
    FRONTIERS IN MEDICINE, 2019, 6
  • [7] CBCT-based synthetic CT generation using deep-attention cycleGAN for pancreatic adaptive radiotherapy
    Liu, Yingzi
    Lei, Yang
    Wang, Tonghe
    Fu, Yabo
    Tang, Xiangyang
    Curran, Walter J.
    Liu, Tian
    Patel, Pretesh
    Yang, Xiaofeng
    MEDICAL PHYSICS, 2020, 47 (06) : 2472 - 2483
  • [8] Automatic Multi-organ Segmentation Using Learning-Based Segmentation and Level Set Optimization
    Kohlberger, Timo
    Sofka, Michal
    Zhang, Jingdan
    Birkbeck, Neil
    Wetzl, Jens
    Kaftan, Jens
    Declerck, Jerome
    Zhou, S. Kevin
    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION, MICCAI 2011, PT III, 2011, 6893 : 338 - +
  • [9] Synthetic CT-based Multi-Organ Segmentation in Cone Beam CT for Adaptive Pancreatic Radiotherapy
    Dai, Xianjin
    Lei, Yang
    Janopaul-Naylor, James
    Wang, Tonghe
    Roper, Justin
    Zhou, Jun
    Curran, Walter J.
    Liu, Tian
    Patel, Pretesh
    Yang, Xiaofeng
    MEDICAL IMAGING 2021: IMAGE PROCESSING, 2021, 11596
  • [10] MV CBCT-Based Synthetic CT Generation Using a Deep Learning Method for Rectal Cancer Adaptive Radiotherapy
    Zhao, Jun
    Chen, Zhi
    Wang, Jiazhou
    Xia, Fan
    Peng, Jiayuan
    Hu, Yiwen
    Hu, Weigang
    Zhang, Zhen
    FRONTIERS IN ONCOLOGY, 2021, 11