CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 11313 > Article
Presentation
17 March 2020 Joint intensity fusion with normalized cross-correlation metric for cross-modality MRI synthesis (Conference Presentation)
Kathryn Ufford, Simon Vandekar, Ipek Oguz
Author Affiliations +
Proceedings Volume 11313, Medical Imaging 2020: Image Processing; 1131304 (2020) https://doi.org/10.1117/12.2550009
Event: SPIE Medical Imaging, 2020, Houston, Texas, United States
Abstract
In this work, we extend the joint-intensity fusion (JIF) algorithm to use normalized cross-correlation (NCC) as the weighting metric for use in the context of cross-modality MRI synthesis, rather than sum squared intensity differences (SSD). We evaluate our method using the Kirby dataset, by synthesizing a representative FLAIR from a target subject’s T1w image. The accuracy of the synthetic FLAIR can be confirmed using the FLAIR taken for the target subject during the imaging session. For each subject in the dataset, using NCC with JIF results in a 51% lower mean absolute error than using SSD.
Conference Presentation
© (2020) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Kathryn Ufford, Simon Vandekar, and Ipek Oguz "Joint intensity fusion with normalized cross-correlation metric for cross-modality MRI synthesis (Conference Presentation)", Proc. SPIE 11313, Medical Imaging 2020: Image Processing, 1131304 (17 March 2020); https://doi.org/10.1117/12.2550009
ACCESS THE FULL ARTICLE
ORGANIZATIONAL
Sign in with credentials provided by your organization.
INSTITUTIONAL
Select your institution to access the SPIE Digital Library.
SELECT YOUR INSTITUTION
PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.
PERSONAL SIGN IN
No SPIE Account? Create one
PURCHASE THIS CONTENT
SUBSCRIBE TO DIGITAL LIBRARY
50 downloads per 1-year subscription
Members: $195
Non-members: $335 ADD TO CART
25 downloads per 1 - year subscription
Members: $145
Non-members: $250 ADD TO CART
PURCHASE SINGLE ARTICLE
Includes PDF, HTML & Video, when available
Members: $17.00
Non-members: $21.00 ADD TO CART
PROCEEDINGS
 PRESENTATION
WATCH
PRESENTATION SAVE TO MY LIBRARY
GET CITATION
Advertisement
Advertisement
KEYWORDS
Magnetic resonance imaging
Image fusion
Detection and tracking algorithms
Image segmentation
Image processing algorithms and systems
Medical imaging
RELATED CONTENT
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top