Title :
High-intensity focused ultrasound (HIFU) multiple lesion imaging: comparison of detection algorithms for real-time treatment control
Author :
Seip, Ralf ; Tavakkoli, Jahangir ; Carlson, Roy F. ; Wunderlich, Adam ; Sanghvi, N.T. ; Dines, Kris A. ; Gardner, Thomas A.
Author_Institution :
Focus Surg. Inc., Indianapolis, IN, USA
Abstract :
Imaging of HIFU-induced lesions provides non-invasive, real-time treatment monitoring and control. This work presents results obtained with HIFU-induced lesion detection algorithms specifically designed for multiple lesion detection. Algorithms sensitive to relative tissue changes during HIFU -measuring signal energy, tissue displacement, entropy, and tissue attenuation are compared for their ability to detect the creation of multiple and adjacent HIFU lesions. In vivo (N=4) canine prostate backscattered RF data was acquired with a custom Sonablate®500 HIFU device during 7 treatments. A total of 815 sites were treated, forming the algorithm evaluation dataset. It was found that the algorithm based on signal energy performed best, detecting 82% of all HIFU lesions created, while showing false-alarm rates below 5%. All methods are completely non-invasive, and make use of tissue reference/normalization information obtained before, during, and after the HIFU treatment. Algorithm specifics, data acquisition methodologies, in vivo experimental results, and algorithm comparison results are shown.
Keywords :
acoustic signal detection; backscatter; biological organs; biological tissues; biomedical transducers; biomedical ultrasonics; medical image processing; medical signal detection; patient monitoring; radiation therapy; real-time systems; ultrasonic focusing; ultrasonic scattering; ultrasonic transducers; HIFU-induced lesions; algorithm evaluation dataset; custom Sonablate 500 HIFU device; data acquisition methodologies; detection algorithms; entropy; false-alarm rates; high-intensity focused ultrasound multiple lesion imaging; imaging transducer; in vivo canine prostate backscattered RF data; multiple lesion detection; noninvasive real-time treatment monitoring; rapid temperature elevation; real-time treatment control; relative tissue changes; signal energy; therapy transducer; tissue attenuation; tissue displacement; tissue reference/normalization information; Algorithm design and analysis; Attenuation; Detection algorithms; Entropy; Focusing; In vivo; Lesions; Monitoring; Radio frequency; Ultrasonic imaging;
Conference_Titel :
Ultrasonics Symposium, 2002. Proceedings. 2002 IEEE
Print_ISBN :
0-7803-7582-3
DOI :
10.1109/ULTSYM.2002.1192564