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Effect of sampling on the estimation of the apparent coefficient of diffusion in MRI
- Source :
- ICASSP
- Publication Year :
- 2017
- Publisher :
- IEEE, 2017.
-
Abstract
- The Apparent Diffusion Coefficient (ADC) is a quantitative measure derived from MRI that is able to asses the amount of diffusion within living tissues. It is employed to characterize different diseases and to evaluate response to therapy. For ADC estimation, the diffusion signal needs to be sampled using a small number of values, presenting distortions due to the aliasing and windowing effect. In this work we theoretically study these effects and propose some new robust estimators for ADC based on the Fourier Transform of the signal.
- Subjects :
- Estimator
Signal
030218 nuclear medicine & medical imaging
body regions
03 medical and health sciences
symbols.namesake
0302 clinical medicine
Fourier transform
Signal-to-noise ratio
Sampling (signal processing)
Aliasing
030220 oncology & carcinogenesis
Statistics
symbols
Effective diffusion coefficient
Diffusion (business)
Biological system
Mathematics
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
- Accession number :
- edsair.doi...........5d28e3123b0726818275c316df5966c2
- Full Text :
- https://doi.org/10.1109/icassp.2017.7952285