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
来源：
RADIOTHERAPY AND ONCOLOGY | 2019年 / 133卷
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
  • [31] Abdominal CT-CBCT Deformable Image Registration using Deep Neural Network with Directional Local Structural Similarity
    Fu, Yabo
    Lei, Yang
    Wang, Tonghe
    Zhou, Jun
    Patel, Pretesh
    Curran, Walter
    Liu, Tian
    Yang, Xiaofeng
    [J]. MEDICAL IMAGING 2021: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING, 2021, 11598
  • [32] DEFORMABLE IMAGE REGISTRATION FOR CONTOUR PROPAGATION FROM CT TO CBCT IN RADIOTHERAPY OF PROSTATE CANCER
    Thor, M.
    Petersen, J.
    Bentzen, L.
    Hoyer, M.
    Muren, L. P.
    [J]. RADIOTHERAPY AND ONCOLOGY, 2011, 99 : S480 - S480
  • [33] CT MRI Pelvic Deformable Registration via Deep Learning
    Momin, Shadab
    Lei, Yang
    Wang, Tonghe
    Fu, Yabo
    Patel, Pretesh
    Jani, Ashesh B.
    Curran, Walter
    Liu, Tian
    Yang, Xiaofeng
    [J]. MEDICAL IMAGING 2021: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING, 2021, 11598
  • [34] Basal Strain Estimation in Transesophageal Echocardiography (TEE) using Deep Learning based Unsupervised Deformable Image Registration
    Haukom, Torjus
    Berg, Erik Andreas Rye
    Aakhus, Svend
    Kiss, Gabriel Hanssen
    [J]. 2019 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS), 2019, : 1421 - 1424
  • [35] Deep Learning-based Deformable Image Registration of Inter-fraction CBCT Images for Adaptive Radiation Therapy
    Xie, Huiqiao
    Lei, Yang
    Wang, Tonghe
    Fu, Yabo
    Tang, Xiangyang
    Curran, Walter J.
    Patel, Pretesh
    Liu, Tian
    Yang, Xiaofeng
    [J]. MEDICAL IMAGING 2021: IMAGE PROCESSING, 2021, 11596
  • [36] Unsupervised Multistep Deformable Registration of Remote Sensing Imagery Based on Deep Learning
    Papadomanolaki, Maria
    Christodoulidis, Stergios
    Karantzalos, Konstantinos
    Vakalopoulou, Maria
    [J]. REMOTE SENSING, 2021, 13 (07)
  • [37] ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration
    Dey, Neel
    Schlemper, Jo
    Salehi, Seyed Sadegh Mohseni
    Zhou, Bo
    Gerig, Guido
    Sofka, Michal
    [J]. MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, MICCAI 2022, PT VI, 2022, 13436 : 66 - 77
  • [38] A Hybrid Approach for Correcting CBCT by Exploiting Individual Strength of Deep Learning and Deformable Registration
    Uh, J.
    Wang, C.
    Acharya, S.
    Hua, C.
    [J]. MEDICAL PHYSICS, 2021, 48 (06)
  • [39] Multimodal deformable registration based on unsupervised learning
    Ma T.
    Li Z.
    Liu R.
    Fan X.
    Luo Z.
    [J]. Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, 2021, 47 (03): : 658 - 664
  • [40] Investigation into the impact of AI-enhanced CBCTs on CBCT-CT deformable image registration
    Balfour, D.
    Looney, P.
    Turtle, L.
    Fenwick, J.
    Boukerroui, D.
    Sage, J.
    [J]. RADIOTHERAPY AND ONCOLOGY, 2021, 161 : S1382 - S1383
12345