Unsupervised deep learning for fast and accurate CBCT to CT deformable image registration

被引:1
|
作者
Van Kranen, S. R. [1 ]
Kanehira, T. [1 ]
Rozendaal, R. [1 ]
Sonke, J. [1 ]
机构
[1] Netherlands Canc Inst, Radiat Oncol, Amsterdam, Netherlands
关键词
D O I
10.1016/S0167-8140(19)30934-X
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
OC-0514
引用
收藏
页码:S267 / S268
页数:2
相关论文
共 50 条
  • [1] Deformable CT Image Registration Using Unsupervised Deep Learning Networks
    Lei, Y.
    Fu, Y.
    Tian, Z.
    Wang, T.
    Zhang, J.
    Dai, X.
    Zhou, J.
    Roper, J.
    McDonald, M.
    Yu, D.
    Bradley, J.
    Liu, T.
    Yang, X.
    [J]. MEDICAL PHYSICS, 2022, 49 (06) : E527 - E527
  • [2] Unsupervised Learning-Based CBCT-CT Deformable Image Registration for CBCT-Guided Abdominal Radiotherapy
    Yang, X.
    Fu, Y.
    Lei, Y.
    Wang, T.
    Wynne, J. F.
    Roper, J. R.
    Tian, Z.
    Dhabaan, A. H.
    Lin, J. Y.
    Patel, P. R.
    Bradley, J. D.
    Zhou, J.
    Liu, T.
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2021, 111 (03): : E535 - E536
  • [3] UNSUPERVISED DEEP LEARNING NETWORK FOR DEFORMABLE FUNDUS IMAGE REGISTRATION
    Benvenuto, Giovana Augusta
    Colnago, Marilaine
    Casaca, Wallace
    [J]. 2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2022, : 1281 - 1285
  • [4] A deep learning framework for unsupervised affine and deformable image registration
    de Vos, Bob D.
    Berendsen, Floris F.
    Viergever, Max A.
    Sokooti, Hessam
    Staring, Marius
    Isgum, Ivana
    [J]. MEDICAL IMAGE ANALYSIS, 2019, 52 : 128 - 143
  • [5] 4D-CT deformable image registration using multiscale unsupervised deep learning
    Lei, Yang
    Fu, Yabo
    Wang, Tonghe
    Liu, Yingzi
    Patel, Pretesh
    Curran, Walter J.
    Liu, Tian
    Yang, Xiaofeng
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2020, 65 (08):
  • [6] Deep-learning based fast and accurate 3D CT deformable image registration in lung cancer
    Ding, Yuzhen
    Feng, Hongying
    Yang, Yunze
    Holmes, Jason
    Liu, Zhengliang
    Liu, David
    Wong, William W. W.
    Yu, Nathan Y. Y.
    Sio, Terence T.
    Schild, Steven E.
    Li, Baoxin
    Liu, Wei
    [J]. MEDICAL PHYSICS, 2023, 50 (11) : 6864 - 6880
  • [7] An unsupervised deep learning framework for large-scale lung CT deformable image registration
    Zhao, Yuqian
    Xie, Zhongyu
    Zhang, Fan
    Liao, Miao
    Di, Shuanhu
    [J]. OPTICS AND LASER TECHNOLOGY, 2024, 170
  • [8] Inter-fraction deformable image registration using unsupervised deep learning for CBCT-guided abdominal radiotherapy
    Xie, Huiqiao
    Lei, Yang
    Fu, Yabo
    Wang, Tonghe
    Roper, Justin
    Bradley, Jeffrey D.
    Patel, Pretesh
    Liu, Tian
    Yang, Xiaofeng
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2023, 68 (09):
  • [9] Indirect deformable image registration using synthetic image generated by unsupervised deep learning
    Hemon, Cedric
    Texier, Blanche
    Chourak, Hilda
    Simon, Antoine
    Bessieres, Igor
    de Crevoisier, Renaud
    Castelli, Joel
    Lafond, Caroline
    Barateau, Anais
    Nunes, Jean-Claude
    [J]. IMAGE AND VISION COMPUTING, 2024, 148
  • [10] Deep Learning for Rapid Deformable Image Registration of Liver CT Scans
    Anderson, B.
    Cazoulat, G.
    Lin, E.
    Odisio, B.
    Brock, K.
    [J]. MEDICAL PHYSICS, 2019, 46 (06) : E370 - E371