Title :
Testing a model for MR imager noise
Author :
Kisner, S. Jordan ; Talavage, T.M. ; Ulmer, J.L.
Author_Institution :
Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
Abstract :
This work investigates the imager-induced noise components in complex-valued MRI signals. We present background for a noise model, and address the task of validating this model. We identify certain aspects of MRI data which potentially bias the results of goodness-of-fit tests, and suggest a testing formulation that accounts for these issues. This formulation is then applied to sets of echo-planar image sequences, successfully verifying consistency with the proposed model.
Keywords :
Gaussian noise; biomedical MRI; image sequences; medical image processing; Gaussian distributed noise; MR imager noise; Rician noise model; complex-valued MRI signals; echo-planar image sequences; goodness-of-fit tests; imager-induced noise components; noise model; Background noise; Biomedical engineering; Circuit noise; Coils; Image reconstruction; Imaging phantoms; Magnetic resonance imaging; Performance evaluation; Statistical analysis; Testing;
Conference_Titel :
Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint
Print_ISBN :
0-7803-7612-9
DOI :
10.1109/IEMBS.2002.1106290