Title :
High-speed data acquisition and digital signal Processing system for PET imaging techniques applied to mammography
Author :
Martínez, J.D. ; Benlloch, J.M. ; Cerdá, J. ; Lerche, Ch.W. ; Pavón, N. ; Sebastiá, A.
Author_Institution :
Nucl. Med. Phys. Group, Inst. de Fisica Corpuscular, Valencia, Spain
fDate :
6/1/2004 12:00:00 AM
Abstract :
This paper is framed into the Positron Emission Mammography (PEM) project, whose aim is to develop an innovative gamma ray sensor for early breast cancer diagnosis. Currently, breast cancer is detected using low-energy X-ray screening. However, functional imaging techniques such as PET/FDG could be employed to detect breast cancer and track disease changes with greater sensitivity. Furthermore, a small and less expensive PET camera can be utilized minimizing main problems of whole body PET. To accomplish these objectives, we are developing a new gamma ray sensor based on a newly released photodetector. However, a dedicated PEM detector requires an adequate data acquisition (DAQ) and processing system. The characterization of gamma events needs a free-running analog-to-digital converter (ADC) with sampling rates of more than 50 Ms/s and must achieve event count rates up to 10 MHz. Moreover, comprehensive data processing must be carried out to obtain event parameters necessary for performing the image reconstruction. A new generation digital signal processor (DSP) has been used to comply with these requirements. This device enables us to manage the DAQ system at up to 80 Ms/s and to execute intensive calculi over the detector signals. This paper describes our designed DAQ and processing architecture whose main features are: very high-speed data conversion, multichannel synchronized acquisition with zero dead time, a digital triggering scheme, and high throughput of data with an extensive optimization of the signal processing algorithms.
Keywords :
analogue-digital conversion; cancer; data acquisition; gamma-ray apparatus; high energy physics instrumentation computing; mammography; medical image processing; nuclear electronics; photodetectors; positron emission tomography; signal processing; ADC sampling rates; DAQ; PEM detector; PET camera; PET imaging techniques; PET/FDG; breast cancer diagnosis; comprehensive data processing; data throughput; digital signal processing system; digital triggering scheme; event count rates; fluoro-deoxy-glucose; free-running analog-to-digital converter; free-running sampling; functional imaging techniques; gamma events; high-speed data acquisition; image reconstruction; innovative gamma ray sensor; intensive calculi; low-energy X-ray screening; multichannel synchronized acquisition; nuclear pulse processing; photodetector; positron emission mammography; signal processing algorithm optimization; very high-speed data conversion; zero dead time; Breast cancer; Cancer detection; Data acquisition; Digital signal processing; Gamma ray detectors; Mammography; Optical imaging; Positron emission tomography; Radioactive decay; Whole-body PET; Data acquisition; PEM; free-running sampling; nuclear pulse processing; positron emission mammography;
Journal_Title :
Nuclear Science, IEEE Transactions on
DOI :
10.1109/TNS.2004.828531