DocumentCode :
133753
Title :
Image alignment for single-cell imaging of macrophage in the mouse brain using 11.7T MRI
Author :
Kobashi, Syoji ; Mori, Yuki ; Yoshioka, Yoshichika ; Hata, Yutaka
Author_Institution :
Grad. Sch. of Eng., Univ. of Hyogo, Himeji, Japan
fYear :
2014
fDate :
3-7 Aug. 2014
Firstpage :
371
Lastpage :
375
Abstract :
Macrophage is one of white blood cells, and plays an important role of the immune system. Tracking the single macrophage cells in vivo will be a powerful tool for immunology studies. State-of-the-arts imaging using magnetic resonance imaging (MRI) enables us to acquire images of 3-D dynamic single macrophage cells in vivo. However, due to motion artifacts and magnetic field fluctuations, a post-processing is required to observe macrophage cells. This paper proposes an image analysis method for 11.7T animal MRI images of macrophages in the mouse brain. The method adjusts the motion artifacts by a rigid image registration technique, and calibrates MR signal intensity fluctuation by using an optimization technique. The method was applied to mouse brain MR images, and the results were validated by observers.
Keywords :
biomedical MRI; blood; brain; cellular biophysics; image registration; medical image processing; optimisation; MR signal intensity; animal MRI images; image alignment; image analysis; immune system; immunology; in vivo 3-D dynamic single macrophage cells; magnetic field fluctuations; magnetic flux density 11.7 T; magnetic resonance imaging; motion artifacts; mouse brain MR images; optimization; rigid image registration; single-cell imaging; white blood cells; In vivo; Indexes; Magnetic resonance imaging; Single macrophage cells; image alignment; image registration; in vivo;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
World Automation Congress (WAC), 2014
Conference_Location :
Waikoloa, HI
Type :
conf
DOI :
10.1109/WAC.2014.6935948
Filename :
6935948
Link To Document :
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