Chelsea Dunning

Ms. Chelsea Dunning

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Research Focus & Metrics

Academic Career Length

9Years (2018-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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16 April 2018 in Medical Physics
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CDChelsea Dunning
Chelsea Dunning
MBMagdalena Bazalova‐Carter
Magdalena Bazalova‐Carter

26 November 2018 in Physics in Medicine & Biology
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CDChelsea Dunning
Chelsea Dunning
MBMagdalena Bazalova-Carter
Magdalena Bazalova-Carter
Pencil beam x-ray fluorescence computed tomography (XFCT) has typically used a single spectrometer and prohibitively long scan times. However, detecting backscattered fluorescent x-rays from gold nanoparticles (AuNPs) using multiple spectrometers greatly reduces image noise and scan time. The arrangement of eight spectrometers for combined K-shell and L-shell XFCT was investigated along with a variety of conditions. A 2.5 cm-diameter cylindrical water phantom containing 4 mm-diameter vials with 0.1%–2% AuNP concentrations by weight was modeled by TOPAS, a GEANT4-based Monte Carlo software. The phantom was irradiated to 30 mGy by a 0.5 mm Pb-filtered 120 kVp and 1 mm Al-filtered 30 kVp 1 mm 2 x-ray pencil beam to yield respective Au K-shell and L-shell fluorescent x-rays, with 50 0.5 mm translation and 2-degree rotation steps. Eight CdTe and silicon drift detector (SDD) spectrometers were placed 2.25 cm away from the isocentre. The respective energy resolution was applied to the detected energy spectra and the spectra were corrected for detector response before extracting the fluorescence signal. Three CdTe and SDD spectrometer configurations (isotropic/backscattered grid/backscattered row arrangements), two CdTe crystal sizes (9 mm 2 /25 mm 2 ), two scanning techniques (moving/stationary spectrometers) and five vial-edge depths (0–4 mm) were considered in optimizing the contrast-to-noise ratio (CNR) for each XFCT image reconstructed with a maximum-likelihood expectation maximization (MLEM) algorithm. The isotropic spectrometer arrangement had AuNP detection sensitivities of 0.106% for K-shell and 0.132% for L-shell XFCT at 4 mm depth. Comparatively, the backscattered grid arrangement had the best AuNP sensitivity of 0.055% and 0.095%. The highest K-shell (0.044%) and L-shell (0.004%) AuNP sensitivities were found for vials at 0 mm depth. Using stationary spectrometers or the 9 mm 2 CdTe crystal compromised the CNR. For the best-case arrangement, L-shell XFCT is superior at vial-edge depths less than 3.0 mm. This work demonstrated the importance of spectrometer arrangement and vial depth for improving AuNP sensitivity and will guide the design for our table-top XFCT system.

15 June 2020 in Journal of Medical Imaging
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CDChelsea Dunning
Chelsea Dunning
JOJericho O’cOnnell
Jericho O’cOnnell
SRSpencer M. Robinson
Spencer M. Robinson
KMKevin J. Murphy
Kevin J. Murphy
AFAdriaan Louis Frencken
Adriaan Louis Frencken
MBMagdalena Bazalova-Carter
Magdalena Bazalova-Carter
<!-- *** Custom HTML *** --> Purpose: We present photon-counting computed tomography (PCCT) imaging of contrast agent triplets similar in atomic number (Z) achieved with a high-flux cadmium zinc telluride (CZT) detector. Approach: The table-top PCCT imaging system included a 330-μm-pitch CZT detector of size 8 mm × 24 mm2 capable of using six energy bins. Four 3D-printed 3-cm-diameter phantoms each contained seven 6-mm-diameter vials with water and low and high concentration solutions of various contrast agents. Lanthanum (Z = 57), gadolinium (Gd) (Z = 64), and lutetium (Z = 71) were imaged together and so were iodine (Z = 53), Gd, and holmium (Z = 67). Each phantom was imaged with 1-mm aluminum-filtered 120-kVp cone beam x rays to produce six energy-binned computed tomography (CT) images. Results: K-edge images were reconstructed using a weighted sum of six CT images, which distinguished each contrast agent with a root-mean-square error (RMSE) of <0.29 % and 0.51% for the 0.5% and 5% concentrations, respectively. Minimal cross-contamination in each K-edge image was seen, with RMSE values <0.27 % in vials with no contrast. Conclusion: This is the first preliminary demonstration of simultaneously imaging three similar Z contrast agents with a difference in Z as low as 3.

1 September 2020 in Review of Scientific Instruments
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CCChandra Breanne Curry
Chandra Breanne Curry
CDChelsea Dunning
Chelsea Dunning
MGM. Gauthier
M. Gauthier
HCH.-G. J. Chou
H.-G. J. Chou
FFF. Fiuza
F. Fiuza
Siegfried GlenzerSiegfried Glenzer
Siegfried Glenzer
Here, we extend flatbed scanner calibrations of GafChromic EBT3, MD-V3, and HD-V2 radiochromic films using high-precision x-ray irradiation and monoenergetic proton bombardment. By computing a visibility parameter based on fractional errors, optimal dose ranges and transitions between film types are identified. The visibility analysis is used to design an ideal radiochromic film stack for the proton energy spectrum expected from the interaction of a petawatt laser with a cryogenic hydrogen jet target.

1 June 2020 in Journal of Instrumentation
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CDChelsea Dunning
Chelsea Dunning
MBM. Bazalova-Carter
M. Bazalova-Carter

22 April 2019 in IEEE Transactions on Medical Imaging
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Journal Article
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CDChelsea Dunning
Chelsea Dunning
MBMagdalena Bazalova-Carter
Magdalena Bazalova-Carter
X-ray fluorescence CT (XFCT) has shown promise for molecular imaging of gold nanoparticles. To date, XFCT has been induced by kilovoltage photon beams due to the high photoelectric interaction probability. We compare K-shell and L-shell XFCT induced by photon, electron, and proton beams for two phantom sizes. A 2.5cm and 5.0cm-diameter phantom with four 5mm and 10mm vials, respectively, with gold-solutions of 0.1%-2% by weight were built in TOPAS, a GEANT4-based Monte Carlo simulation tool. The 2.5cm-phantom was imaged with XFCT induced by beams of 7.45 × 104 81keV-and 5MeV-photons, 220kVp-and 6MV-photons, 10MeV-and 100MeV-electrons, and 100MeV-and 250MeV-protons. The doses between each phantom size was equal. First-generation CT geometry with 0.5mm × 0.5mm pencil beams with 0.5mm-translation and 2 -rotation steps over each phantom was modeled. Scattered x-rays were detected on an idealized spherical detector from which K-shell and L-shell fluorescent x-rays were extracted in 0.5keV and 0.2keV bins. XFCT images were generated using iterative reconstruction algorithms. The highest gold sensitivity was seen in the 81keV-photon K-shell and L-shell images (0.004% and 0.007%) of the 5.0cm-phantom at 30mGy. For the 2.5cm-phantom, the detection limits were 0.006%, 0.62%, and 0.28% for 81keV-photon K-shell, 100MeV-electron K-shell, and 100MeV-proton L-shell images, respectively. The mean imaging dose was approximately 2-3 orders of magnitude higher in electron-and proton-XFCT compared to 81keV-photon XFCT. Our MC study demonstrates that small-object XFCT imaging achieves the best performance when induced with kilovoltage-photon beams. Due to high imaging doses, electron-and proton-induced XFCT might be feasible for guiding nanoparticle-enhanced charged-particle radiotherapy.