Spine surface detection from local phase‐symmetry enhanced ridges in ultrasound images

Abstract

Improper administration of epidural anesthesia can result in nerve complications. This problem is exacerbated for obese patients whose vertebrae cannot be palpated. Ultrasound (US) has recently emerged as an attractive imaging modality for accurate epidural placement. However, anesthesiologists untrained in US have difficulty interpreting the anatomy in noisy spinal US images. Furthermore, the complex geometry in spinal US images is characterized by a discontinuous intensity profile because the transducer is often not perpendicularly oriented to spine surface regions such as laminae, articular and transverse processes. This makes the interpretation of spinal images more challenging than typical long bone surface images. In this article, we propose a new method to segment the spine anatomy in US images obtained in both the transverse and paramedian planes.

Document Details

Document Type
Pub Defense Publication
Publication Date
Sep 21, 2017
Source ID
10.1002/mp.12509

Entities

People

  • Peer Mohamed S. Shajudeen
  • Raffaella Righetti

Organizations

  • United States Department of Defense

Tags

Fields of Study

  • Medicine

Readers

  • Image Processing and Computer Vision.
  • Structural Dynamics.
  • Trauma Surgery or Emergency Medicine.