DocumentCode :
591303
Title :
Automated evaluation of diastolic function from phase-contrast MRI in healthy subjects and patients
Author :
Bollache, Emilie ; Redheuil, Alban ; Clement-Guinaudeau, S. ; Defrance, C. ; Perdrix, L. ; Ladouceur, M. ; Lefort, M. ; de Cesare, A. ; Herment, A. ; Diebold, B. ; Mousseaux, Elie ; Kachenoura, Nadjia
Author_Institution :
Lab. d´Imagerie Fonctionnelle, Univ. Paris 6, Paris, France
fYear :
2012
fDate :
9-12 Sept. 2012
Firstpage :
681
Lastpage :
684
Abstract :
Early detection of diastolic dysfunction is crucial for patients with incipient heart failure. Our goal was to develop a robust process to automatically estimate diastolic parameters from phase-contrast cardiovascular magnetic resonance (PC-CMR) data and to test their ability to characterize left ventricular (LV) dysfunction. We studied 53 subjects (35 controls and 18 patients with a severe aortic valve stenosis) who had PC-CMR and Doppler echocardiography on the same day. PC-CMR data were analyzed using custom software to extract diastolic parameters. Our technique was reproducible, as reflected by a small variability (<;4.25 ± 5.89 %). The PC-CMR diastolic parameters significantly (p<;0.0002) varied in patients as opposed to controls. Moreover, PC-CMR diastolic parameters were consistent with echocardiographic values (r>;0.71) and were able to accurately separate patients from controls (accuracy>;0.85). Of note, a superiority in terms of correlation with echocardiography and accuracy to detect LV abnormalities were found for flow-rate parameters. A fast and reproducible technique was proposed and was successfully used to extract consistent PC-CMR diastolic parameters. This technique provides a valuable addition to established CMR tools in evaluation of patients with diastolic dysfunction.
Keywords :
Doppler measurement; biomedical MRI; diseases; echocardiography; medical image processing; patient monitoring; Doppler echocardiography; LV abnormalities; PC-CMR diastolic parameters; diastolic dysfunction; echocardiographic values; flow-rate parameters; heart failure; left ventricular dysfunction; phase-contrast MRI; phase-contrast cardiovascular magnetic resonance data; severe aortic valve stenosis; software; Accuracy; Correlation; Doppler effect; Echocardiography; Filling; Heart; Myocardium;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing in Cardiology (CinC), 2012
Conference_Location :
Krakow
ISSN :
2325-8861
Print_ISBN :
978-1-4673-2076-4
Type :
conf
Filename :
6420485
Link To Document :
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