Richard E. Carson, Ph.D.Professor of Diagnostic Radiology and Biomedical Engineering Specialty: Positron Emission Tomography (PET) Curriculum Vitae (pdf; 452KB)
Education: Ph.D. in Biomathematics, UCLA, 1983 Research Interests: My research uses Positron Emission Tomography (PET) as a tool to noninvasively measure a wide range of in vivo physiology in human beings and laboratory animals. I focus on the development and applications of new tracer kinetic modeling methods and algorithms and on research in PET image reconstruction and image quantification. A primary focus of my more biological applications is the measurement of dynamic changes in neurotransmitters. Tracer Kinetic Modeling. The goal of PET tracer kinetic modeling is to devise a biologically validated, quantitatively reliable, and logistically practical method for use in human PET studies. Animal studies are typically performed to characterize the tracers, followed by initially complex human studies, typically leading to the development of simplified methods, e.g., using continuous tracer infusion. Mathematical methodology includes linear and non-linear differential equations, statistical estimation theory, methods to avoid the needs for arterial blood measurements (the input function) such as blind deconvolution, plus the development of novel rapid computational algorithms. PET Physics and Reconstruction. A critical component in the application to real data is the correction for subject motion, particularly as the resolution of modern machines has improved (better than 3-mm in human brain machines). Both hardware and software approaches are employed to address these issues. To produce accurate images with minimum noise, a statistically-based iterative reconstruction algorithm is necessary. Developments in this area include the mathematical aspects of algorithm development, the computer science issues associated with a large cluster-based algorithm, the incorporation of the physics and motion correction, the use of prior information provided from MR images, and the tuning and characterization necessary for practical application for biological studies. The ultimate goal is the combination of the tracer kinetic modeling and image reconstruction to directly process a 4D dataset into parametric images of the physiological parameters of interest. Neurotransmitter Measurements with PET Tracers. |
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