Title :
3D ultrasound computer tomography for breast cancer diagnosis
Author :
Balzer, Matthias ; Birk, M. ; Dapp, R. ; Gemmeke, H. ; Kretzek, Ernst ; Menshikov, S. ; Zapf, Michael ; Ruiter, Nicole V.
Author_Institution :
Inst. for Data Process. & Electron., Karlsruhe Inst. of Technol. (KIT), Karlsruhe, Germany
Abstract :
3D ultrasound computer tomography (USCT) is a new and promising method for early breast cancer diagnosis. An ultrasound computer tomograph was developed by the Karlsruhe Institute of Technology (KIT) and provides a resolution of 0.2 mm. The main components are the semi-ellipsoidal aperture with 628 ultrasound (US) emitters and 1413 US receivers and the 480 input channel data acquisition system. An additional external computing system is used for the time consuming image reconstruction. To reduce the reconstruction time different implementations on massive parallel computing architectures like multicore processor, GPUs and FPGAs were tested. One realization applies reconfiguration of the 60 FPGAs inside the DAQ system. The investigations show significant acceleration of the reconstruction time up to a factor of 15.8 for the latest FPGA generation and 17.6 for a state of the art GPU.
Keywords :
cancer; computerised tomography; data acquisition; diagnostic radiography; field programmable gate arrays; graphics processing units; image reconstruction; image resolution; mammography; medical image processing; multiprocessing systems; ultrasonic imaging; 1413 US receivers; 3D ultrasound computer tomography; DAQ system; FPGA; GPU; Karlsruhe Institute-of-Technology; breast cancer diagnosis; external computing system; field programmable gate arrays; graphics processing units; image resolution; input channel data acquisition system; massive parallel computing architectures; multicore processor; semiellipsoidal aperture; time consuming image reconstruction; ultrasound emitters; Arrays; Cancer; Computers; Field programmable gate arrays; Image reconstruction; Transducers; Ultrasonic imaging;
Conference_Titel :
Real Time Conference (RT), 2012 18th IEEE-NPSS
Conference_Location :
Berkeley, CA
Print_ISBN :
978-1-4673-1082-6
DOI :
10.1109/RTC.2012.6418198