Recovery of respiratory motion and deformation of the liver using laparoscopic freehand 3D ultrasound system

Med Image Anal. 2007 Oct;11(5):429-42. doi: 10.1016/j.media.2007.07.009. Epub 2007 Aug 19.

Abstract

The present paper describes a method for intraoperative recovery of respiratory motion and deformation of the liver by using a laparoscopic freehand 3D ultrasound (US) system. The proposed method can extend 3D US data of the liver to 4D by acquiring additional several sequences of time-varying 2D US images during a couple of respiration cycles. 2D US images are acquired on several sagittal image planes and their time-varying 3D positions and orientations are measured using a miniature magnetic 3D position sensor attached to a laparoscopic US (LUS) probe. During the acquisition, the LUS probe is assumed to move together with hepatic surface. Respiratory phases and in-plane 2D deformation fields are estimated from time-varying 2D US images, and then time-varying 3D deformation fields on sagittal image planes are obtained by combining 3D positions and orientations of the image planes. Time-varying 3D deformation field of the volume, that is, 4D deformation field, is obtained by interpolating the 3D deformation fields estimated on several planes. In vivo experiments using a pig liver showed that the proposed method could perform accurate estimation of respiratory cycle and in-plane 2D deformation fields. Furthermore, evaluation for the effects of sagittal plane interval indicated that 4D deformation fields could be stably recovered.

MeSH terms

  • Animals
  • Computers
  • Humans
  • Image Interpretation, Computer-Assisted
  • Image Processing, Computer-Assisted
  • Imaging, Three-Dimensional
  • Laparoscopy / methods*
  • Liver / pathology*
  • Models, Statistical
  • Movement*
  • Respiration*
  • Swine
  • Time Factors
  • Ultrasonics
  • Ultrasonography / methods*