title: Automated myocardial edge detection from breath-hold cine-MR images: evaluation of left ventricular volumes and mass.
abstract: This paper describes an automated edge detection method for the delineation of the endo- and epicardial borders of the left ventricle from magnetic resonance (MR) images. The feasibility of this technique was demonstrated by processing temporal series of cardiac MR images obtained in 12 healthy subjects and acquired from the apex to the base of the heart in multiple anatomic short axis planes with a breath-hold cine-MR acquisition sequence. This procedure allows the entire heart to be imaged in less than 5 min. The automatic program correctly identified the edges in most cases. In poor contrasted images, a fast and user-friendly interactive procedure was used to correct the border delineation. The proposed method for the contour tracing requires a limited degree of control by the user and thus considerably reduces the tedious and long operator time inherent in the usual manual contour tracing tool. The left ventricular volumes were directly measured from these sets of contours by using the Simpson rule, allowing the end-diastolic volumes (EDV), the end-systolic volumes (ESV), the ejection fraction (EF) and the myocardial mass to be determined. The values measured in this study with the dedicated software were similar to the literature values (EDV = 78.3 ml/m2; ESV = 21.1 ml/m2; EF = 73%). Associated with the ultrafast breath-hold cine-MR imaging, the described edge detection method provides an efficient clinical tool for the direct assessment of cardiac function.
authors.affiliation: URA CNRS 1216, Departement de Radiologie, Hôpital Cardiovasculaire et Pneumologique, BP Lyon Montchat, France.
authors.forename: C
authors.initials: C
authors.lastname: Baldy
authors.forename: P
authors.initials: P
authors.lastname: Douek
authors.forename: P
authors.initials: P
authors.lastname: Croisille
authors.forename: I E
authors.initials: IE
authors.lastname: Magnin
authors.forename: D
authors.initials: D
authors.lastname: Revel
authors.forename: M
authors.initials: M
authors.lastname: Amiel
mesh_terms: D000328:Adult; D002306:Cardiac Volume; D005260:Female; D006352:Heart Ventricles / Q000033:anatomy & histology*; D006801:Humans; D008279:Magnetic Resonance Imaging / Q000379:methods*; D008297:Male; D013318:Stroke Volume; D016277:Ventricular Function, Left