Quantification of left ventricular volumes from cardiac cine MRI using active contour model combined with gradient vector flow

Magn Reson Med Sci. 2005 Dec 31;4(4):191-6. doi: 10.2463/mrms.4.191.

Abstract

We investigated the feasibility of combining the active contour model with gradient vector flow (Snakes-GVF) to estimate left ventricular (LV) volumes from cardiac cine magnetic resonance imaging (MRI). MRI data were acquired from 27 patients, including 14 adults (9 men, 5 women, 55.0+/-23.3 years) and 13 children (10 boys, 3 girls, 2.7+/-2.1 years) using Gyroscan Intera (1.5 Tesla, Philips Medical Systems). LV volumes were calculated by adding the areas surrounded by the contour extracted by Snakes-GVF and compared with volumes estimated by manual tracing. Those estimated by Snakes-GVF [y (mL)] correlated well with those estimated by manual tracing [x (mL)]. In adult cases, the regression equation and correlation coefficient were y=1.008x - 0.517 and 0.996, respectively. In pediatric cases, they were y=1.174x - 2.542 and 0.992, respectively. In conclusion, Snakes-GVF is a powerful and useful tool for quantifying LV volumes using cardiac MRI.

Publication types

  • Comparative Study
  • Evaluation Study

MeSH terms

  • Cardiac Volume* / physiology
  • Child, Preschool
  • Feasibility Studies
  • Female
  • Heart Ventricles / anatomy & histology*
  • Humans
  • Image Processing, Computer-Assisted / methods*
  • Magnetic Resonance Imaging, Cine / methods*
  • Male
  • Middle Aged
  • Stroke Volume*
  • Ventricular Function*