학술논문

Impact of RF inhomogeneity correction on image registration of micro MRI rodent brain images
Document Type
Conference
Source
2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on. :570-573 Mar, 2011
Subject
Bioengineering
Communication, Networking and Broadcast Technologies
Computing and Processing
Signal Processing and Analysis
Robotics and Control Systems
Animals
Image segmentation
Brain
Nonhomogeneous media
In vivo
Pipelines
Imaging
Image registration
validation
microMRI
Language
ISSN
1945-7928
1945-8452
Abstract
High field strength small animal magnetic resonance imaging (microMRI) allows to visualize the internal anatomy of the animal, especially of the brain, with high resolution. Longitudinal in vivo small animal molecular imaging applications greatly benefit from advanced image processing methods for removing image artifacts like inhomogeneity, to spatially normalize images and to obtain atlas based segmentation. Subtle interactions between different methods, which might otherwise remain undiscovered if the individual methods are validated with phantom or simulated data, are better evaluated using real-world data. In this paper, we quantitatively demonstrate the confounding effect of RF inhomogeneity on image registration of in vivo microMRI images of rodent brain and validate the benefit of bias field correction on both registration accuracy and registration robustness.