Title :
Image Segmentation, Registration and Visualization of Serial MR Images for Therapeutic Assessment of Polycystic Kidney Disease in Transgenic Mice
Author :
Fei, Baowei ; Flask, Chris ; Wang, Hesheng ; Pi, Ai ; Wilson, David L. ; Shillingford, Jonathan ; Murcia, Noel ; Weimbs, Thomas ; Duerk, Jeffrey L.
Author_Institution :
Dept. of Radiol., Case Western Reserve Univ., Cleveland, OH
Abstract :
In vivo small animal imaging provides a powerful tool for the study of a variety of diseases. Magnetic resonance imaging (MRI) has become an established technology for the assessment of therapies. In this study, we used high-resolution MRI to evaluate polycystic kidney disease (PKD) in transgenic mice. We used a customized mouse coil to acquire serial MR images from both wide-type and transgenic PKD mice immediately prior to, and 2-week and 4-week after therapy. We developed image segmentation, registration and visualization methods for this novel imaging application. We measured the kidney volumes for each mouse to assess the efficacy of the therapy. The segmentation results show that the kidney volumes are consistent, which are 348.7 plusmn 19.7 mm 3 for wild-type mice and 756.3 plusmn 44.1 mm3 for transgenic mice, respectively. The image analysis methods provide a useful tool for this new application
Keywords :
biomedical MRI; diseases; image registration; image segmentation; kidney; medical image processing; 2 week; 4 week; customized mouse coil; image registration; image segmentation; image visualization; in vivo small animal imaging; magnetic resonance imaging; polycystic kidney disease; serial MR images; therapeutic assessment; transgenic mice; Animals; Coils; Diseases; High-resolution imaging; Image segmentation; In vivo; Magnetic resonance imaging; Medical treatment; Mice; Visualization; Transgenic mice; image segmentation; magnetic resonance imaging (MRI); polycystic kidney disease; registration; visualization;
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
DOI :
10.1109/IEMBS.2005.1616448