Simultaneous registration of structural and diffusion weighed images using the full DTI information.

被引：1
|
作者：
Nadeau, Helene [1 ]
Chai, Yaqiong [2 ]
Thompson, Paul [3 ]
Lepore, Natasha [2 ,3 ]
机构：
[1] Dawson Coll, Montreal, PQ H3Z 1A4, Canada
[2] Childrens Hosp Los Angeles, Los Angeles, CA USA
[3] Univ Southern Calif, Los Angeles, CA USA
来源：
10TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION PROCESSING AND ANALYSIS | 2015年 / 9287卷
关键词：
bimodal registration; MRI; diffusion tensor imaging; FLUID REGISTRATION;
D O I：
10.1117/12.2074112
中图分类号：
R445 [影像诊断学];
学科分类号：
100207 ;
摘要：
Banks of high-quality, multimodal neurological images offer new possibilities for analyses based on brain registration. To take full advantage of these, current algorithms should be significantly enhanced. We present here a new brain registration method driven simultaneously by the structural intensity and the total diffusion information of MRI scans. Using the two modalities together allows for a better alignment of general and specific aspects of the anatomy. Furthermore, keeping the full diffusion tensor in the cost function, rather than only some of its scalar measures, will allow for a thorough statistical analysis once the Jacobian of the transformation is obtained.
引用
收藏
页数：7
相关论文
共 50 条
  • [41] Registration of Paired Inspiratory-Expiratory Lung CT Images Using Fissural Information
    Bian, Zijian
    Tan, Wenjun
    Liu, Jiren
    Zhao, Dazhe
    JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2018, 8 (08) : 1673 - 1677
  • [42] Statistical and Structural Information Backed Full-Reference Quality Measure of Compressed Sonar Images
    Chen, Weiling
    Gu, Ke
    Lin, Weisi
    Yuan, Fei
    Cheng, En
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 30 (02) : 334 - 348
  • [43] Grid Based Registration of Diffusion Tensor Images Using Least Square Support Vector Machines
    Davoodi-Bojd, Esmaeil
    Soltanian-Zadeh, Hamid
    ADVANCES IN COMPUTER SCIENCE AND ENGINEERING, 2008, 6 : 621 - 628
  • [44] SAR and Optical Image Registration Using Nonlinear Diffusion and Phase Congruency Structural Descriptor
    Fan, Jianwei
    Wu, Yan
    Li, Ming
    Liang, Wenkai
    Cao, Yice
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 56 (09): : 5368 - 5379
  • [45] ACCURACY OF SURFACE FIT REGISTRATION FOR PET AND MR BRAIN IMAGES USING FULL AND INCOMPLETE BRAIN SURFACES
    TURKINGTON, TG
    HOFFMAN, JM
    JASZCZAK, RJ
    MACFALL, JR
    HARRIS, CC
    KILTS, CD
    PELIZZARI, CA
    COLEMAN, RE
    JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1995, 19 (01) : 117 - 124
  • [46] A systematic approach for enhancement of homogeneous background images using structural information
    Vijayalakshmi, D.
    Nath, Malaya Kumar
    GRAPHICAL MODELS, 2023, 130
  • [47] Mutual information-based registration of temporal and stereo retinal images using constrained optimization
    Zhu, Yang-Ming
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2007, 86 (03) : 210 - 215
  • [48] Affine registration of multimodality images by optimization of mutual information using a stochastic gradient approximation technique
    Li, Qi
    Sato, Isao
    Murakarni, Yutaka
    IGARSS: 2007 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-12: SENSING AND UNDERSTANDING OUR PLANET, 2007, : 397 - 400
  • [49] Affine coregistration of diffusion tensor magnetic resonance images using mutual information
    Leemans, A
    Sijbers, J
    De Backer, S
    Vandervliet, E
    Parizel, PM
    ADVANCED CONCEPTS FOR INTELLIGENT VISION SYSTEMS, PROCEEDINGS, 2005, 3708 : 523 - 530
  • [50] Robust registration of aerial images and LiDAR data using spatial constraints and Gabor structural features
    Zhu, Bai
    Ye, Yuanxin
    Zhou, Liang
    Li, Zhilin
    Yin, Gaofei
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021, 181 : 129 - 147
12345