Title :
3-D Ultrasound-Guided Robotic Needle Steering in Biological Tissue
Author :
Adebar, Troy K. ; Fletcher, Ashley E. ; Okamura, Allison M.
Author_Institution :
Dept. of Mech. Eng., Stanford Univ., Stanford, CA, USA
Abstract :
Robotic needle steering systems have the potential to greatly improve medical interventions, but they require new methods for medical image guidance. Three-dimensional (3-D) ultrasound is a widely available, low-cost imaging modality that may be used to provide real-time feedback to needle steering robots. Unfortunately, the poor visibility of steerable needles in standard grayscale ultrasound makes automatic segmentation of the needles impractical. A new imaging approach is proposed, in which high-frequency vibration of a steerable needle makes it visible in ultrasound Doppler images. Experiments demonstrate that segmentation from this Doppler data is accurate to within 1-2 mm. An image-guided control algorithm that incorporates the segmentation data as feedback is also described. In experimental tests in ex vivo bovine liver tissue, a robotic needle steering system implementing this control scheme was able to consistently steer a needle tip to a simulated target with an average error of 1.57 mm. Implementation of 3-D ultrasound-guided needle steering in biological tissue represents a significant step toward the clinical application of robotic needle steering.
Keywords :
Doppler measurement; biological tissues; biomedical ultrasonics; image segmentation; medical image processing; medical robotics; steering systems; 3-D ultrasound-guided robotic needle steering; automatic segmentation; biological tissue; ex vivo bovine liver tissue; image-guided control algorithm; low-cost imaging modality; medical image guidance; ultrasound Doppler images; Doppler effect; Image segmentation; Medical robotics; Needles; Real-time systems; Three-dimensional displays; Ultrasonic imaging; Image-guided intervention; robotic needle steering; ultrasound doppler; ultrasound imaging;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2014.2334309