ANALYSIS OF DYNAMIC MAGNETIC-RESONANCE IMAGES

Citation
G. Sebastiani et al., ANALYSIS OF DYNAMIC MAGNETIC-RESONANCE IMAGES, IEEE transactions on medical imaging, 15(3), 1996, pp. 268-277
Citations number
22
Categorie Soggetti
Engineering, Biomedical","Radiology,Nuclear Medicine & Medical Imaging
ISSN journal
02780062
Volume
15
Issue
3
Year of publication
1996
Pages
268 - 277
Database
ISI
SICI code
0278-0062(1996)15:3<268:AODMI>2.0.ZU;2-2
Abstract
Dynamic magnetic resonance (MR) imaging with contrast agents is a very promising technique for studying tissue perfusion in vivo. A temporal series of magnetic resonance images of the same slice are acquired fo llowing the injection of a contrast agent into the blood stream, The i mage intensity depends on the local concentration of the contrast agen t, so that tissue perfusion can be studied by the image series, A new method of analyzing such series is described here. Nonparametric linea r regression is used for modeling the image intensity along the series on a pixel by pixel basis, After modeling, some relevant quantities d escribing the time series are obtained and displayed as images, Due to its flexibility, this approach is preferred to parametric modeling wh en pathology is present since this can induce a wide spread of pattern s for the pixel image intensity along time. Results of the application of the method to series of dynamic magnetic resonance images from isc haemic rat brains after the injection of the susceptibility agent Spro diamide Inj. (Dy-DTPA-BMA) will be shown and compared to results from a related known method.