Papers Published

1. Gallippi, Caterina M. and Trahey, Gregg E., Complex blind source separation for acoustic radiation force impulse imaging in the peripheral vasculature, in vivo, Proceedings - IEEE Ultrasonics Symposium, vol. 1 (2004), pp. 596 - 601 .
   (last updated on 2007/04/13)

   Abstract:
   Complex blind source separation (CBSS) is presented in application to adaptive clutter filtering for Acoustic Radiation Force Impulse (ARFI) imaging in the peripheral vasculature, in vivo. In addition to the conventional challenges of wall filtering for Doppler imaging in peripheral vessels, ARFI imaging introduces the complication of isolating ARFI-induced blood motion from ARFI-induced vessel wall and surrounding elastic tissue motion. Raw RF data was collected using ARFI M-mode imaging sequences from a pulsatile flow vessel phantom, the jugular vein of a male volunteer performing the Vasalva maneuver, and the carotid artery of a female volunteer. The imaginary component of the RF data was computed via the Hubert transform, and CBSS clutter filtering was performed to isolated blood signal. Following CBSS filtering, phase-shift estimation reveals radiation force-induced axial blood velocities that peak at 10-25 cm/s. These results demonstrate that CBSS sufficiently rejects elastic tissue and vessel wall signal components to allow for measurement of ARFI-induced axial blood velocities in both phantom and clinical investigation. © 2004 IEEE.

   Keywords:
   Blind source separation;Adaptive filtering;Blood;Tissue;Medical imaging;Elasticity;Signal processing;Time domain analysis;Polynomials;Regression analysis;