Automatic Image-Based Cardiac and Respiratory Cycle Synchronization and Gating of Image Sequences

被引:0
|
作者
Sundar, Hari [1 ]
Khamene, Ali [1 ]
Yatziv, Liron [1 ]
Xu, Chenyang [1 ]
机构
[1] Siemens Corp Res, Princeton, NJ USA
来源
MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2009, PT II, PROCEEDINGS | 2009年 / 5762卷
关键词
MOTION;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We propose a novel method to detect the current state of the quasi-periodic system from image sequences which in turn will enable us to synchronize/gate the image sequences to obtain images of the organ system at similar configurations. The method uses the cumulated phase shift in the spectral domain of successive image frames as a measure of the net motion of objects in the scene. The proposed method is applicable to 2D and 3D time varying sequences and is not specific to the imaging modality. We demonstrate its effectiveness on X-Ray Angiographic and Cardiac and Liver Ultrasound sequences. Knowledge of the current (cardiac or respiratory) phase of the system, opens up the possibility for a purely image based cardiac and respiratory gating scheme for interventional and radiotherapy procedures.
引用
收藏
页码:381 / 388
页数:8
相关论文
共 50 条
  • [41] Neural network-based motion vector estimation algorithm for dynamic image sequences
    Zhang, Yongjian
    JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2023, 23 (05) : 2347 - 2360
  • [42] Cardiac Motion and Deformation Estimation from Tagged MRI Sequences Using a Temporal Coherent Image Registration Framework
    Morais, Pedro
    Heyde, Brecht
    Barbosa, Daniel
    Queiros, Sandro
    Claus, Piet
    D'hooge, Jan
    FUNCTIONAL IMAGING AND MODELING OF THE HEART, 2013, 7945 : 316 - 324
  • [43] Performance evaluation of a visual guidance patient-controlled respiratory gating system for respiratory-gated magnetic-resonance image-guided radiation therapy
    Choun, Hyung Jin
    Kim, Jung-in
    Choi, Chang Heon
    Jung, Seongmoon
    Jin, Hyeongmin
    Wu, Hong-Gyun
    Chie, Eui Kyu
    Park, Jong Min
    PHYSICAL AND ENGINEERING SCIENCES IN MEDICINE, 2022, 45 (3) : 809 - 816
  • [44] Evaluation of accuracy of automatic out-of-plane respiratory gating for DCEUS-based quantification using principal component analysis
    Wang, Diya
    Su, Zhe
    Su, Qiang
    Zhang, Xinyu
    Qu, Zhen
    Wang, Na
    Zong, Yujin
    Yang, Yaning
    Wan, Mingxi
    COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2018, 70 : 155 - 164
  • [45] Image-based retrospective 4D MRI in external beam radiotherapy: A comparative study with a digital phantom
    Paganelli, Chiara
    Kipritidis, John
    Lee, Danny
    Baroni, Guido
    Keall, Paul
    Riboldi, Marco
    MEDICAL PHYSICS, 2018, 45 (07) : 3161 - 3172
  • [46] Automatic Perfusion Analysis Using Phase-Based Registration and Object-Based Image Analysis
    Tautz, Lennart
    Chitiboi, Teodora
    Hennemuth, Anja
    STATISTICAL ATLASES AND COMPUTATIONAL MODELS OF THE HEART: IMAGING AND MODELLING CHALLENGES, 2015, 8896 : 51 - 60
  • [47] Dense Structure and Motion Recovery from Scanning Electron Microscope Image Sequences based on Factorization
    Toeberg, Stefan
    Reithmeier, Eduard
    TWELFTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2019), 2020, 11433
  • [48] Brain MR Image Restoration Using an Automatic Trilateral Filter With GPU-Based Acceleration
    Chang, Herng-Hua
    Li, Cheng-Yuan
    Gallogly, Audrey Haihong
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2018, 65 (02) : 400 - 413
  • [49] Intraindividual comparison of image quality using retrospective and prospective respiratory gating for the acquisition of thin sliced four dimensional multidetector CT of the thorax in a porcine model
    Behzadi, Cyrus
    Groth, Michael
    Henes, Frank Oliver
    Schwarz, Dorothee
    Deibele, Andre
    Begemann, Philipp G. C.
    Adam, Gerhard
    Regier, Marc
    EXPERIMENTAL LUNG RESEARCH, 2015, 41 (09) : 489 - 498
  • [50] An image-based kinematic model of the tibiotalar and subtalar joints and its application to gait analysis in children with Juvenile Idiopathic Arthritis
    Montefiori, Erica
    Modenese, Luca
    Di Marco, Roberto
    Magni-Manzoni, Silvia
    Malattia, Clara
    Petrarca, Maurizio
    Ronchetti, Anna
    de Horatio, Laura Tanturri
    van Dijkhuizen, Pieter
    Wang, Anqi
    Wesarg, Stefan
    Viceconti, Marco
    Mazza, Claudia
    JOURNAL OF BIOMECHANICS, 2019, 85 : 27 - 36