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Automatic Characterization of Myocardial Perfusion in Contrast Enhanced MRI

Articolo
Data di Pubblicazione:
2003
Abstract:
The use of contrast medium in cardiac MRI allows joining the high-resolution anatomical information provided by standard magnetic resonance with functional information obtained by means of the perfusion of contrast agent in myocardial tissues. The current approach to perfusion MRI characterization is qualitative one, based on visual inspection of images. Moving to quantitative analysis requires extraction of numerical indices of myocardium perfusion by analysis of time/intensity curves related to the area of interest. The main problem in quantitative image sequence analysis is the heart movement, mainly due to patient respiration. We propose an automatic procedure based on image registration, segmentation of the myocardium and extraction and analysis of time/intensity curves. The procedure requires a minimal user interaction, is robust respect to the user input and allows effective characterization of myocardial perfusion. The algorithm was tested on cardiac MR images acquired from voluntaries and in clinical routine.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
Magnetic Resonance; Image registration; Mutual information; Myocardial perfusion
Elenco autori:
Santarelli, MARIA FILOMENA; Positano, Vincenzo
Autori di Ateneo:
SANTARELLI MARIA FILOMENA
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/45004
Pubblicato in:
EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING
Journal
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http://www.scopus.com/inward/record.url?eid=2-s2.0-0037903797&partnerID=40&md5=a21034193d31089bd4f85f8d84a95528
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