Unsupervised diffeomorphic cardiac image registration using parameterization of the deformation field

被引:0
|
作者
Sheikhjafari, Ameneh [1 ,2 ]
Krishnaswamy, Deepa [2 ]
Noga, Michelle [2 ]
Ray, Nilanjan [1 ]
Punithakumar, Kumaradevan [2 ]
机构
[1] Department of Computing Science, University of Alberta, Edmonton,AB,T6G 2G8, Canada
[2] Department of Radiology and Diagnostic Imaging, Edmonton,AB,T6G 2G8, Canada
来源
arXiv | 2022年
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Cost functions - Data handling - Deep learning - Deformation - Image registration - Medical imaging - Mesh generation - Velocity
引用
收藏
相关论文
共 50 条
  • [1] Deep Learning Based Parameterization of Diffeomorphic Image Registration for Cardiac Image Segmentation
    Sheikhjafari, Ameneh
    Krishnaswamy, Deepa
    Noga, Michelle
    Ray, Nilanjan
    Punithakumar, Kumaradevan
    IEEE TRANSACTIONS ON NANOBIOSCIENCE, 2023, 22 (04) : 800 - 807
  • [2] A parameterization of deformation fields for diffeomorphic image registration and its application to myocardial delineation
    Chen, Hua-Mei
    Goela, Aashish
    Garvin, Gregory J.
    Li, Shuo
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2010, 6361 LNCS (PART 1): : 340 - 348
  • [3] A Parameterization of Deformation Fields for Diffeomorphic image Registration and Its Application to Myocardial Delineation
    Chen, Hua-mei
    Goela, Aashish
    Garvin, Gregory J.
    Li, Shuo
    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2010, PT I, 2010, 6361 : 340 - +
  • [4] Unsupervised Probabilistic Deformation Modeling for Robust Diffeomorphic Registration
    Krebs, Julian
    Mansi, Tommaso
    Mailhe, Boris
    Ayache, Nicholas
    Delingette, Herve
    DEEP LEARNING IN MEDICAL IMAGE ANALYSIS AND MULTIMODAL LEARNING FOR CLINICAL DECISION SUPPORT, DLMIA 2018, 2018, 11045 : 101 - 109
  • [5] A Novel Unsupervised Learning Model for Diffeomorphic Image Registration
    Zhu, Yongpei
    Zhou, Zicong
    Liao, Guojun
    Yuan, Kehong
    MEDICAL IMAGING 2021: IMAGE PROCESSING, 2021, 11596
  • [6] Unsupervised Learning of Diffeomorphic Image Registration via TransMorph
    Chen, Junyu
    Frey, Eric C.
    Du, Yong
    BIOMEDICAL IMAGE REGISTRATION (WBIR 2022), 2022, 13386 : 96 - 102
  • [7] A diffeomorphic unsupervised method for deformable soft tissue image registration
    Zhang, Shuo
    Liu, Peter Xiaoping
    Zheng, Minhua
    Shi, Wen
    COMPUTERS IN BIOLOGY AND MEDICINE, 2020, 120
  • [8] A fast image registration algorithm for diffeomorphic image with large deformation
    Yan, De-Qin
    Liu, Cai-Feng
    Liu, Sheng-Lan
    Liu, De-Shan
    Zidonghua Xuebao/Acta Automatica Sinica, 2015, 41 (08): : 1461 - 1470
  • [9] Diffeomorphic Image Registration with Neural Velocity Field
    Han, Kun
    Sun, Shanlin
    Yan, Xiangyi
    You, Chenyu
    Tang, Hao
    Naushad, Junayed
    Ma, Haoyu
    Kong, Deying
    Xie, Xiaohui
    2023 IEEE/CVF WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV), 2023, : 1869 - 1879
  • [10] Insights into traditional Large Deformation Diffeomorphic Metric Mapping and unsupervised deep-learning for diffeomorphic registration and their evaluation
    Hernandez M.
    Ramon Julvez U.
    Computers in Biology and Medicine, 2024, 178