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Dive into the research topics where D. L. Freese is active.

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Featured researches published by D. L. Freese.


The Journal of Nuclear Medicine | 2016

Breast-Dedicated Radionuclide Imaging Systems

David Hsu; D. L. Freese; Craig S. Levin

Breast-dedicated radionuclide imaging systems show promise for increasing clinical sensitivity for breast cancer while minimizing patient dose and cost. We present several breast-dedicated coincidence-photon and single-photon camera designs that have been described in the literature and examine their intrinsic performance, clinical relevance, and impact. Recent tracer development is mentioned, results from recent clinical tests are summarized, and potential areas for improvement are highlighted.


Medical Physics | 2014

Thermal regulation of tightly packed solid‐state photodetectors in a 1 mm3 resolution clinical PET system

D. L. Freese; A. Vandenbroucke; D. Innes; Frances W. Y. Lau; David Hsu; Paul D. Reynolds; Craig S. Levin

PURPOSE Silicon photodetectors are of significant interest for use in positron emission tomography (PET) systems due to their compact size, insensitivity to magnetic fields, and high quantum efficiency. However, one of their main disadvantages is fluctuations in temperature cause strong shifts in gain of the devices. PET system designs with high photodetector density suffer both increased thermal density and constrained options for thermally regulating the devices. This paper proposes a method of thermally regulating densely packed silicon photodetectors in the context of a 1 mm(3) resolution, high-sensitivity PET camera dedicated to breast imaging. METHODS The PET camera under construction consists of 2304 units, each containing two 8 × 8 arrays of 1 mm(3) LYSO crystals coupled to two position sensitive avalanche photodiodes (PSAPD). A subsection of the proposed camera with 512 PSAPDs has been constructed. The proposed thermal regulation design uses water-cooled heat sinks, thermoelectric elements, and thermistors to measure and regulate the temperature of the PSAPDs in a novel manner. Active cooling elements, placed at the edge of the detector stack due to limited access, are controlled based on collective leakage current and temperature measurements in order to keep all the PSAPDs at a consistent temperature. This thermal regulation design is characterized for the temperature profile across the camera and for the time required for cooling changes to propagate across the camera. These properties guide the implementation of a software-based, cascaded proportional-integral-derivative control loop that controls the current through the Peltier elements by monitoring thermistor temperature and leakage current. The stability of leakage current, temperature within the system using this control loop is tested over a period of 14 h. The energy resolution is then measured over a period of 8.66 h. Finally, the consistency of PSAPD gain between independent operations of the camera over 10 days is tested. RESULTS The PET camera maintains a temperature of 18.00 ± 0.05 °C over the course of 12 h while the ambient temperature varied 0.61 °C, from 22.83 to 23.44 °C. The 511 keV photopeak energy resolution over a period of 8.66 h is measured to be 11.3% FWHM with a maximum photopeak fluctuation of 4 keV. Between measurements of PSAPD gain separated by at least 2 day, the maximum photopeak shift was 6 keV. CONCLUSIONS The proposed thermal regulation scheme for tightly packed silicon photodetectors provides for stable operation of the constructed subsection of a PET camera over long durations of time. The energy resolution of the system is not degraded despite shifts in ambient temperature and photodetector heat generation. The thermal regulation scheme also provides a consistent operating environment between separate runs of the camera over different days. Inter-run consistency allows for reuse of system calibration parameters from study to study, reducing the time required to calibrate the system and hence to obtain a reconstructed image.


IEEE Transactions on Medical Imaging | 2017

Robust Timing Calibration for PET Using L1-Norm Minimization

D. L. Freese; David Hsu; D. Innes; Craig S. Levin

Positron emission tomography (PET) relies on accurate timing information to pair two 511-keV photons into a coincidence event. Calibration of time delays between detectors becomes increasingly important as the timing resolution of detector technology improves, as a calibration error can quickly become a dominant source of error. Previous work has shown that the maximum likelihood estimate of these delays can be calculated by least squares estimation, but an approach is not tractable for complex systems and degrades in the presence of randoms. We demonstrate the original problem to be solvable iteratively using the LSMR algorithm. Using the LSMR, we solve for 60 030 delay parameters, including energy-dependent delays, in 4.5 s, using 1 000 000 coincidence events for a two-panel system dedicated to clinical locoregional imaging. We then extend the original least squares problem to be robust to random coincidences and low statistics by implementing


nuclear science symposium and medical imaging conference | 2014

Spatial resolution uniformity, isotropy, and the effect of depth of interaction information in a 1mm3 resolution, limited-angle PET system

D. L. Freese; A. Vandenbroucke; Paul D. Reynolds; David Hsu; D. Innes; Frances W. Y. Lau; Craig S. Levin

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nuclear science symposium and medical imaging conference | 2013

First measurements of a 512 PSAPD prototype of a sub-mm resolution clinical PET camera

A. Vandenbroucke; Paul D. Reynolds; Frances W. Y. Lau; D. Innes; D. L. Freese; David Hsu; Craig S. Levin

-norm minimization using the alternating direction method of the multipliers (ADMM) algorithm. The ADMM algorithm converges after six iterations, or 20.6 s, and improves the timing resolution from 64.7 ± 0.1s full width at half maximum (FWHM) uncalibrated to 15.63 ± 0.02ns FWHM. We also demonstrate this algorithm’s applicability to commercial systems using a GE Discovery 690 PET/CT. We scan a rotating transmission source, and after subtracting the 511-keV photon time-of-flight due to the source position, we calculate 13 824 per-crystal delays using 5 000 000 coincidence events in 3.78 s with three iterations, while showing a timing resolution improvement that is significantly better than previous calibration methods in the literature.


Physics in Medicine and Biology | 2018

Gray: a ray tracing-based Monte Carlo simulator for PET

D. L. Freese; Peter D. Olcott; Samuel R. Buss; Craig S. Levin

Limited-angle tomography PET systems use configurations that result in incomplete and irregular sampling of projection data. In a two paneled, 1mm resolution PET system dedicated to breast imaging with 1mm depth-of-interaction (DOI) resolution, we measure both the uniformity and isotropy of the spatial resolution. Uniformity measures the variation in spatial resolution over the field of view (FOV), and isotropy measures the difference in resolution in the x, y, and z dimensions. Reconstructing data from point sources in air placed across the FOV with MLEM, we measure spatial resolution across the FOV in 3 dimensions. At the center of the FOV, the resolution was 0.775 mm, 1.296 mm, and 0.782mm in x, y, and z, respectively. We examine the impact of MLEM iterations on the measured uniformity and isotropy of spatial resolution. We compare MLEM resolutions to metrics in literature, see some correspondence, and discuss their limitations. We step a point source in 100 μm steps to show the ability of the system to resolve closely spaced points. The system separates point sources by more than one FWHM at 0.700mm spacing. DOI resolutions impact is studied by varying the binning resolution of interactions in crystals along the direction away from the region of interest. Resolution in all directions is substantially impacted by DOI rebinning. Resolution in the DOI direction (orthogonal to the panels) degrades from 1.296mm FWHM at 1mm DOI resolution to 5.908mm with 16mm DOI resolution showing the importance of DOI and sampling from oblique lines of response in limited-angle systems.


Radiation Detectors in Medicine, Industry, and National Security XVIII | 2017

3D position-sensitive scintillation detectors for a high-resolution loco-regional PET imaging system (Conference Presentation)

David Hsu; D. L. Freese; D. Innes; Craig S. Levin; Gary P. Grim; H. Bradford Barber; Lars R. Furenlid

We present measurements from a first prototype of a 1 mm<;sup>3<;/sup> resolution clinical PET camera dedicated to breast imaging. This first prototype consists of two cartridges of 8 detector layers. Each detector layer comprises 16 dual LYSO-PSAPD modules arranged side by side. The LYSO scintillator is an 8×8 array of 0.9×0.9×1 mm<;sup>3<;/sup> crystal pixels. Each array is coupled to a PSAPD. The modules are oriented edge-on with respect to the incoming 511 keV photons. The two cartridges thus contain 256 PSAPDs and 16,284 crystals each. The entire camera will have 2 imaging heads of 9 cartridges each. Charge created by the PSAPDs was routed towards a signal conditioning board that was connected to another circuit board that houses the RENA-3 ASIC. The RENA3 chip contains 36 channels each with preamplifier, leading edge discriminator and sample and hold circuitry. The RENA3-boards were connected to a DAQ board that linked to a host PC using 8 USB2 connections. We measured an energy resolution of 10.62 + 0.04% FWHM at 511 keV, together with a coincidence time resolution of 15.7 + 0.2 ns FWHM. We determined a crystal misidentification probability of <; 0.5% on average. In order to determine the intrinsic spatial resolution we measured an average point-spread-function of 0.84 + 0.02 mm, not corrected for finite source width ( 0.25 mm diameter ) , positron range (22Na), or photon acolinearity. We also present a reconstructed Derenzo phantom, obtained with 34 μCi/ml FDG. Although we only used a small subset of the final system and thus had a relatively low count rate, the 1.6 mm cylinders are distinctly visible. Randoms rate was estimated to be 20 %.


nuclear science symposium and medical imaging conference | 2016

Contrast recovery performance for a 1mm 3 resolution clinical PET system

David Hsu; D. L. Freese; D. Innes; Craig S. Levin

Monte Carlo simulation software plays a critical role in PET system design. Performing complex, repeated Monte Carlo simulations can be computationally prohibitive, as even a single simulation can require a large amount of time and a computing cluster to complete. Here we introduce Gray, a Monte Carlo simulation software for PET systems. Gray exploits ray tracing methods used in the computer graphics community to greatly accelerate simulations of PET systems with complex geometries. We demonstrate the implementation of models for positron range, annihilation acolinearity, photoelectric absorption, Compton scatter, and Rayleigh scatter. For validation, we simulate the GATE PET benchmark, and compare energy, distribution of hits, coincidences, and run time. We show a [Formula: see text] speedup using Gray, compared to GATE for the same simulation, while demonstrating nearly identical results. We additionally simulate the Siemens Biograph mCT system with both the NEMA NU-2 scatter phantom and sensitivity phantom. We estimate the total sensitivity within [Formula: see text]% when accounting for differences in peak NECR. We also estimate the peak NECR to be [Formula: see text] kcps, or within [Formula: see text]% of published experimental data. The activity concentration of the peak is also estimated within 1.3%.


nuclear science symposium and medical imaging conference | 2016

Hardware setting optimization for a 1mm 3 resolution clinical PET system

David Hsu; D. L. Freese; D. Innes; Craig S. Levin

We are building a dual-panel positron emission tomography (PET) system prototype that enables focused imaging of local regions of interest of the body with 1 mm3 spatial resolution, The detector panels are built from novel 3D position sensitive scintillation (3DPSS) detectors comprising arrays of 1x1x1 mm3 LYSO scintillation crystal elements coupled to position-sensitive avalanche photodiodes (PSAPD). At the present state of system construction, the measured energy resolution over 98,304 crystal elements coupled to 1,536 PSAPDs is 11.34%, and 76.2% (74,938) of the system LYSO crystal elements are found to have greater than 99% event positioning accuracy. Imaging studies performed with a high-resolution phantom demonstrate resolution of the smallest (1.2 mm diameter) features. Besides enabling 1 mm resolution clinical PET studies, we describe other novel ways we are planning to exploit the 3DPSS detector information.


ieee npss real time conference | 2016

Feasibility of software-based real-time calibration of multi-gigabit PET data

D. L. Freese; David Hsu; D. Innes; Craig S. Levin

We are constructing the worlds first 1 mm3 resolution clinical PET system dedicated to locoregional imaging (e.g. breast, head/neck, etc). The edge-on layout of densely-packed 8×8 arrays of 0.9×0.9×1 mm3 LYSO crystal elements provides high sensitivity and the capability to position the 3-D coordinates of one or more interactions per 511 keV photon event. Contrast recovery (CR), which measures the accuracy of focal tracer accumulation in the field-of-view (FOV), must be evaluated in order to understand the ability of this system to visualize and quantify smaller lesions. The constructed dual-panel system prototype has a sensitive area of 160mm by 33mm, separated by 64mm. Relative CR was evaluated with the different rod sizes of a micro-Derenzo phantom, yielding CR coefficients of 1.00, 0.96, 1.03, 0.88, 0.67, 0.54 for rod sizes of 4.8, 4.0, 3.2, 2.4, 1.8, and 1.2 mm respectively. A micro hollow spheres phantom scan, with sphere diameters of 7.9, 6.2, 5.0, and 4.0 mm suspended in warm background with an activity concentration ratio of 5:1, resulted in CR coefficients of 0.65, 0.65, 0.61, and 0.54 respectively. Finally, an array of activity-filled capillary tubes were suspended in warm background, with an activity concentration ratio of 20:1, resulting in CR ranging from 0.082 at the center of the FOV to 0.074 at 5 cm away from the center of the FOV. These results show the outstanding performance of our 1mm3 resolution locoregional clinical PET imaging system at recovering extremely small contrast structures with realistic background uptake values.

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David Hsu

National University of Singapore

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Gary P. Grim

Los Alamos National Laboratory

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