Anuj J Kapadia
Adjunct Associate Professor in the Department of Radiology
My research focuses on developing an innovative imaging modality - Neutron Stimulated Emission Computed Tomography (NSECT), that uses inelastic scattering through fast neutrons to generate tomographic images of the body's element composition. Such information is vital in diagnosing a variety of disorders ranging from iron and copper overload in the liver to several cancers. Specifically, there are two ongoing projects:
1) Experimental Implementation of NSECT
Neutron spectroscopy techniques are showing significant promise in determining element concentrations in the human body. We have developed a tomographic imaging system capable of generating tomographic images of the element concentration within a body through a single non-invasive in-vivo scan. This system has been implemented using a Van-de-Graaf accelerator fast neutron source and high-purity germanium gamma detectors at the Triangle Universities Nuclear Laboratory. This setup has been used to obtain NSECT scans for several samples such as bovine liver, mouse specimens and human breast tissue. In order to extract maximum information about a target sample with the lowest possible levels of dose, it is essential to maximize the sensitivity of the scanning system. In other words, the signal to noise ratio for the experimental setup must be maximized. This project aims at increasing the sensitivity of the NSECT system by understanding the various sources of noise and implementing techniques to reduce their effect. Noise in the system may originate from several factors such as the radiative background in the scanning room, and neutron scatter off of components of the system other than the target. Some of these effects can be reduced by using Time-of-Flight background reduction, while others can be reduced by acquiring a separate sample-out scan. Post processing background reduction techniques are also being developed for removing detector efficiency dependent noise. At this point we have acquired element information from whole mouse specimens and iron-overloaded liver models made of bovine liver tissue artificially injected with iron. Tomographic images have been generated from a solid iron and copper phantom. Our final goal is to implement a low-dose non-invasive scanning system for diagnosis of iron overload and breast cancer.
2) Monte-Carlo simulations in GEANT4
For each tomographic scan of a sample using NSECT, there are several acquisition parameters that can be varied. These parameters can broadly be classified into three categories: (i) Neutron Beam parameters: neutron flux, energy and beam width, (ii) Detector parameters: detector type, size, efficiency and location; (iii) Scanning Geometry: spatial and angular sampling rates. Due to the enormous number of combinations possible using these parameters, it is not feasible to investigate the effects of each parameter on the reconstructed image using a real neutron beam in the limited beam time available. A feasible alternative to this is to use Monte-Carlo simulations to reproduce the entire experiment in a virtual world. The effect of each individual parameter can then be studied using only computer processing time and resources. We use the high energy physics Monte-Carlo software package GEANT4, developed by CERN, which incorporates numerous tools required for building particle sources and detectors, and tracking particle interactions within them. The simulations built so far include the neutron source, HPGE and BGO gamma detectors, and several target materials such as iron, liver and breast tissue.
1) Experimental Implementation of NSECT
Neutron spectroscopy techniques are showing significant promise in determining element concentrations in the human body. We have developed a tomographic imaging system capable of generating tomographic images of the element concentration within a body through a single non-invasive in-vivo scan. This system has been implemented using a Van-de-Graaf accelerator fast neutron source and high-purity germanium gamma detectors at the Triangle Universities Nuclear Laboratory. This setup has been used to obtain NSECT scans for several samples such as bovine liver, mouse specimens and human breast tissue. In order to extract maximum information about a target sample with the lowest possible levels of dose, it is essential to maximize the sensitivity of the scanning system. In other words, the signal to noise ratio for the experimental setup must be maximized. This project aims at increasing the sensitivity of the NSECT system by understanding the various sources of noise and implementing techniques to reduce their effect. Noise in the system may originate from several factors such as the radiative background in the scanning room, and neutron scatter off of components of the system other than the target. Some of these effects can be reduced by using Time-of-Flight background reduction, while others can be reduced by acquiring a separate sample-out scan. Post processing background reduction techniques are also being developed for removing detector efficiency dependent noise. At this point we have acquired element information from whole mouse specimens and iron-overloaded liver models made of bovine liver tissue artificially injected with iron. Tomographic images have been generated from a solid iron and copper phantom. Our final goal is to implement a low-dose non-invasive scanning system for diagnosis of iron overload and breast cancer.
2) Monte-Carlo simulations in GEANT4
For each tomographic scan of a sample using NSECT, there are several acquisition parameters that can be varied. These parameters can broadly be classified into three categories: (i) Neutron Beam parameters: neutron flux, energy and beam width, (ii) Detector parameters: detector type, size, efficiency and location; (iii) Scanning Geometry: spatial and angular sampling rates. Due to the enormous number of combinations possible using these parameters, it is not feasible to investigate the effects of each parameter on the reconstructed image using a real neutron beam in the limited beam time available. A feasible alternative to this is to use Monte-Carlo simulations to reproduce the entire experiment in a virtual world. The effect of each individual parameter can then be studied using only computer processing time and resources. We use the high energy physics Monte-Carlo software package GEANT4, developed by CERN, which incorporates numerous tools required for building particle sources and detectors, and tracking particle interactions within them. The simulations built so far include the neutron source, HPGE and BGO gamma detectors, and several target materials such as iron, liver and breast tissue.
Current Appointments & Affiliations
- Adjunct Associate Professor in the Department of Radiology, Radiology, Clinical Science Departments 2020
- Adjunct Associate Professor of Physics, Physics, Trinity College of Arts & Sciences 2020
Contact Information
- 2424 Erwin Road, Suite 302, Ravin Advanced Imaging Laboratories, Durham, NC 27705
- Box 2731 Med Ctr, Duke University Medical Center, Durham, NC 27710
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(919) 684-1442
- Background
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Education, Training, & Certifications
- Ph.D., Duke University 2007
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Duke Appointment History
- Associate Professor in Radiology, Radiology, Clinical Science Departments 2019 - 2020
- Associate Professor of Physics, Physics, Trinity College of Arts & Sciences 2019 - 2020
- Assistant Research Professor in Physics, Physics, Trinity College of Arts & Sciences 2016 - 2019
- Assistant Professor in the Department of Radiology, Radiology, Clinical Science Departments 2018 - 2019
- Assistant Professor in the Department of Radiology, Radiology, Clinical Science Departments 2009 - 2018
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Leadership & Clinical Positions at Duke
- Director of Graduate Studies, Duke Medical Physics Graduate Program
- Recognition
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In the News
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FEB 24, 2020 Pratt School of Engineering
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- Research
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Selected Grants
- Simulation Tools for 3D and 4D CT and Dosimetry awarded by National Institutes of Health 2007 - 2024
- Characterizing, modeling, and mitigating texturing in X-ray diffraction imaging Phase 2, Year 6 awarded by Northeastern University 2017 - 2020
- Rapid X-ray diffraction imaging for improved tissue analysis in pathologic applications awarded by North Carolina Biotechnology Center 2017 - 2019
- International Workshop on the Next Generation Gamma-ray Sources awarded by Department of Energy 2015 - 2017
- Characterizing, modeling, and mitigating texturing in X-ray diffraction imaging awarded by Northeastern University 2017
- Cross-disciplinary Training in Medical Physics awarded by National Institutes of Health 2007 - 2013
- Stimulation to Evaluate Accuracy and Patient Dose in Neutron Stimulated Emission Computed Tomography (NSECT) awarded by United States Army Medical Research and Materiel Command 2006 - 2009
- Breast Elemental Composition Imaging awarded by National Institutes of Health 2004 - 2007
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External Relationships
- AIBS
- Quadridox, Inc.
- Rapiscan Laboratories
- Publications & Artistic Works
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Selected Publications
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Academic Articles
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Abadi, Ehsan, William P. Segars, Brian Harrawood, Shobhit Sharma, Anuj Kapadia, and Ehsan Samei. “Virtual clinical trial for quantifying the effects of beam collimation and pitch on image quality in computed tomography.” J Med Imaging (Bellingham) 7, no. 4 (July 2020): 042806. https://doi.org/10.1117/1.JMI.7.4.042806.Full Text Link to Item
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Sharma, Shobhit, Anuj Kapadia, Wanyi Fu, Ehsan Abadi, W Paul Segars, and Ehsan Samei. “A real-time Monte Carlo tool for individualized dose estimations in clinical CT.” Phys Med Biol 64, no. 21 (November 4, 2019): 215020. https://doi.org/10.1088/1361-6560/ab467f.Full Text Link to Item
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Hoye, Jocelyn, Shobhit Sharma, Yakun Zhang, Wanyi Fu, Francesco Ria, Anuj Kapadia, W Paul Segars, Joshua Wilson, and Ehsan Samei. “Organ doses from CT localizer radiographs: Development, validation, and application of a Monte Carlo estimation technique.” Med Phys 46, no. 11 (November 2019): 5262–72. https://doi.org/10.1002/mp.13781.Full Text Open Access Copy Link to Item
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Abadi, Ehsan, Brian Harrawood, Jayasai R. Rajagopal, Shobhit Sharma, Anuj Kapadia, William Paul Segars, Karl Stierstorfer, Martin Sedlmair, Elizabeth Jones, and Ehsan Samei. “Development of a scanner-specific simulation framework for photon-counting computed tomography.” Biomed Phys Eng Express 5, no. 5 (August 2019). https://doi.org/10.1088/2057-1976/ab37e9.Full Text Link to Item
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Abadi, Ehsan, Brian Harrawood, Shobhit Sharma, Anuj Kapadia, William P. Segars, and Ehsan Samei. “DukeSim: A Realistic, Rapid, and Scanner-Specific Simulation Framework in Computed Tomography.” Ieee Trans Med Imaging 38, no. 6 (June 2019): 1457–65. https://doi.org/10.1109/TMI.2018.2886530.Full Text Link to Item
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Abadi, Ehsan, William P. Segars, Gregory M. Sturgeon, Brian Harrawood, Anuj Kapadia, and Ehsan Samei. “Modeling "Textured" Bones in Virtual Human Phantoms.” Ieee Trans Radiat Plasma Med Sci 3, no. 1 (January 2019): 47–53. https://doi.org/10.1109/TRPMS.2018.2828083.Full Text Link to Item
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Zhu, Zheyuan, Alexander Katsevich, Anuj J. Kapadia, Joel A. Greenberg, and Shuo Pang. “X-ray diffraction tomography with limited projection information.” Sci Rep 8, no. 1 (January 11, 2018): 522. https://doi.org/10.1038/s41598-017-19089-w.Full Text Link to Item
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Odinaka, Ikenna, Joseph A. O Sullivan, David G. Politte, Kenneth P. MacCabe, Yan Kaganovsky, Joel A. Greenberg, Manu Lakshmanan, et al. “Joint System and Algorithm Design for Computationally Efficient Fan Beam Coded Aperture X-Ray Coherent Scatter Imaging.” Ieee Transactions on Computational Imaging 3, no. 4 (December 2017): 506–21. https://doi.org/10.1109/tci.2017.2721742.Full Text
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Fu, Wanyi, Gregory M. Sturgeon, Greeshma Agasthya, William Paul Segars, Anuj J. Kapadia, and Ehsan Samei. “Breast dose reduction with organ-based, wide-angle tube current modulated CT.” J Med Imaging (Bellingham) 4, no. 3 (July 2017): 031208. https://doi.org/10.1117/1.JMI.4.3.031208.Full Text Link to Item
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Hoye, Jocelyn, Yakun Zhang, Greeshma Agasthya, Greg Sturgeon, Anuj Kapadia, W Paul Segars, and Ehsan Samei. “Organ dose variability and trends in tomosynthesis and radiography.” J Med Imaging (Bellingham) 4, no. 3 (July 2017): 031207. https://doi.org/10.1117/1.JMI.4.3.031207.Full Text Link to Item
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Lakshmanan, Manu N., Joel A. Greenberg, Ehsan Samei, and Anuj J. Kapadia. “Accuracy assessment and characterization of x-ray coded aperture coherent scatter spectral imaging for breast cancer classification.” J Med Imaging (Bellingham) 4, no. 1 (January 2017): 013505. https://doi.org/10.1117/1.JMI.4.1.013505.Full Text Link to Item
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Odinaka, Ikenna, Joseph A. O’Sullivan, David G. Politte, Kenneth P. MacCabe, Yan Kaganovsky, Joel A. Greenberg, Manu N. Lakshmanan, et al. “Joint System and Algorithm Design for Computationally Efficient Fan Beam Coded Aperture X-Ray Coherent Scatter Imaging.” Ieee Trans. Computational Imaging 3 (2017): 506–21.
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Kapadia, A., R. Morris, K. Albanese, J. Spencer, S. McCall, and J. Greenberg. “TH-AB-209-10: Breast Cancer Identification Through X-Ray Coherent Scatter Spectral Imaging.” Med Phys 43, no. 6 (June 2016): 3865. https://doi.org/10.1118/1.4958101.Full Text Link to Item
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Lakshmanan, Manu N., Joel A. Greenberg, Ehsan Samei, and Anuj J. Kapadia. “Design and implementation of coded aperture coherent scatter spectral imaging of cancerous and healthy breast tissue samples.” J Med Imaging (Bellingham) 3, no. 1 (January 2016): 013505. https://doi.org/10.1117/1.JMI.3.1.013505.Full Text Link to Item
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Lakshmanan, Manu N., Brian P. Harrawood, Ehsan Samei, and Anuj J. Kapadia. “Volumetric x-ray coherent scatter imaging of cancer in resected breast tissue: a Monte Carlo study using virtual anthropomorphic phantoms.” Phys Med Biol 60, no. 16 (August 21, 2015): 6355–70. https://doi.org/10.1088/0031-9155/60/16/6355.Full Text Link to Item
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Harrawood, B. P., G. A. Agasthya, M. N. Lakshmanan, G. Raterman, and A. J. Kapadia. “Geant4 distributed computing for compact clusters.” Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment 764 (November 11, 2014): 11–17. https://doi.org/10.1016/j.nima.2014.07.014.Full Text
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Lakshmanan, M. N., B. P. Harrawood, G. Rusev, G. A. Agasthya, and A. J. Kapadia. “Simulations of nuclear resonance fluorescence in Geant4.” Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment 763 (November 1, 2014): 89–96. https://doi.org/10.1016/j.nima.2014.06.030.Full Text
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Lakshmanan, M. N., A. J. Kapadia, P. Sahbaee, S. D. Wolter, B. P. Harrawood, D. Brady, and E. Samei. “An X-ray scatter system for material identification in cluttered objects: A Monte Carlo simulation study.” Nuclear Instruments and Methods in Physics Research, Section B: Beam Interactions With Materials and Atoms 335 (September 15, 2014): 31–38. https://doi.org/10.1016/j.nimb.2014.05.021.Full Text
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Belley, Matthew D., William Paul Segars, and Anuj J. Kapadia. “Assessment of individual organ doses in a realistic human phantom from neutron and gamma stimulated spectroscopy of the breast and liver.” Med Phys 41, no. 6 (June 2014): 063902. https://doi.org/10.1118/1.4873684.Full Text Link to Item
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Lakshmanan, Manu N., Brian P. Harrawood, Greeshma A. Agasthya, and Anuj J. Kapadia. “Simulations of breast cancer imaging using gamma-ray stimulated emission computed tomography.” Ieee Trans Med Imaging 33, no. 2 (February 2014): 546–55. https://doi.org/10.1109/TMI.2013.2290287.Full Text Link to Item
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Lakshmanan, M. N., A. J. Kapadia, B. P. Harrawood, D. Brady, and E. Samei. “X-ray coherent scatter imaging for surgical margin detection: A Monte Carlo study.” Progress in Biomedical Optics and Imaging Proceedings of Spie 9033 (January 1, 2014). https://doi.org/10.1117/12.2043856.Full Text
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Greenberg, J. A., K. Krishnamurthy, M. Lakshmanan, K. MacCabe, S. Wolter, A. Kapadia, and D. Brady. “Coding and sampling for compressive x-ray diffraction tomography.” Proceedings of Spie the International Society for Optical Engineering 8858 (December 9, 2013). https://doi.org/10.1117/12.2027128.Full Text
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Viana, R. S., G. A. Agasthya, H. Yoriyaz, and A. J. Kapadia. “3D element imaging using NSECT for the detection of renal cancer: a simulation study in MCNP.” Phys Med Biol 58, no. 17 (September 7, 2013): 5867–83. https://doi.org/10.1088/0031-9155/58/17/5867.Full Text Link to Item
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Kapadia, A. J., M. N. Lakshmanan, K. Krishnamurthy, P. Sahbaee, A. Chawla, S. Wolter, K. Maccabe, D. Brady, and E. Samei. “Monte-Carlo simulations of a coded-aperture X-ray scatter imaging system for molecular imaging.” Progress in Biomedical Optics and Imaging Proceedings of Spie 8668 (June 3, 2013). https://doi.org/10.1117/12.2008484.Full Text
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Rhee, D. J., G. A. Agasthya, and A. J. Kapadia. “Neutron stimulated emission computed tomography for brain cancer imaging.” Ieee Nuclear Science Symposium Conference Record, January 1, 2013. https://doi.org/10.1109/NSSMIC.2013.6829159.Full Text
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Lakshmanan, M. N., B. P. Harrawood, G. A. Agasthya, G. Rusev, and A. J. Kapadia. “Nuclear resonance fluorescence (NRF) in GEANT4: Development, validation, and testing.” Ieee Nuclear Science Symposium Conference Record, December 1, 2012, 1731–34. https://doi.org/10.1109/NSSMIC.2012.6551406.Full Text
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Magana, Q., A. Kapadia, G. Agasthya, and S. Balinskas. “Automated hemochromatosis spectra analysis using neutron stimulated emission tomography.” Ieee Nuclear Science Symposium Conference Record, December 1, 2012, 2497–2500. https://doi.org/10.1109/NSSMIC.2012.6551570.Full Text
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Lakshmanan, M. N., and A. J. Kapadia. “Quantitative assessment of lesion detection accuracy, resolution, and reconstruction algorithms in neutron stimulated emission computed tomography.” Ieee Transactions on Medical Imaging 31, no. 7 (July 1, 2012): 1426–35.
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Lakshmanan, Manu N., and Anuj J. Kapadia. “Quantitative assessment of lesion detection accuracy, resolution, and reconstruction algorithms in neutron stimulated emission computed tomography.” Ieee Trans Med Imaging 31, no. 7 (July 2012): 1426–35. https://doi.org/10.1109/TMI.2012.2192134.Full Text Link to Item
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Kapadia, A., A. Crowell, B. Fallin, C. Howell, G. Agasthya, M. Lakshmanan, J. Newton, T. Juang, and M. Oldham. “SU-E-T-108: 3D Measurement of Neutron Dose from a Novel Neutron Imaging Technique.” Med Phys 39, no. 6Part11 (June 2012): 3727. https://doi.org/10.1118/1.4735166.Full Text Link to Item
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Kapadia, A., E. Samei, B. Harrawood, P. Sahbaee, A. Chawla, Z. Tan, and D. Brady. “SU-E-I-77: X-Ray Coherent Scatter Diffraction Pattern Modeling in GEANT4.” Med Phys 39, no. 6Part5 (June 2012): 3642–43. https://doi.org/10.1118/1.4734794.Full Text Link to Item
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Agasthya, G. A., B. C. Harrawood, J. P. Shah, and A. J. Kapadia. “Sensitivity analysis for liver iron measurement through neutron stimulated emission computed tomography: a Monte Carlo study in GEANT4.” Phys Med Biol 57, no. 1 (January 7, 2012): 113–26. https://doi.org/10.1088/0031-9155/57/1/113.Full Text Link to Item
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Agasthya, G. A., J. P. Shah, B. P. Harrawood, L. W. Nolte, and A. J. Kapadia. “Computerized detection of low SNR cases in NSECT: An ROC-based sensitivity analysis.” Ieee Nuclear Science Symposium Conference Record, January 1, 2011, 3935–38. https://doi.org/10.1109/NSSMIC.2011.6153748.Full Text
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Agasthya, G. A., J. P. Shah, B. P. Harrawood, and A. J. Kapadia. “Low dose, non-tomographic estimation of lesion position and trace element concentration in NSECT.” Ieee Nuclear Science Symposium Conference Record, January 1, 2011, 3796–99. https://doi.org/10.1109/NSSMIC.2011.6153719.Full Text
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Agasthya, G. A., J. P. Shah, B. P. Harrawood, and A. J. Kapadia. “Neutron time-of-flight spectroscopy for depth-resolved quantification through NSECT.” Ieee Nuclear Science Symposium Conference Record, January 1, 2011, 3034–37. https://doi.org/10.1109/NSSMIC.2011.6152547.Full Text
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Kapadia, A. J., Q. Ye, and G. A. Agasthya. “Elemental quantification through gamma-stimulated spectroscopy: An NRF simulation in GEANT4.” Ieee Nuclear Science Symposium Conference Record, January 1, 2011, 4281–84. https://doi.org/10.1109/NSSMIC.2011.6153823.Full Text
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Kapadia, A. J., J. P. Shah, and G. A. Agasthya. “Quantitative elemental imaging with neutrons for breast cancer diagnosis: A GEANT4 study.” Ieee Nuclear Science Symposium Conference Record, December 1, 2010, 3065–68. https://doi.org/10.1109/NSSMIC.2010.5874363.Full Text
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Agasthya, G. A., and A. J. Kapadia. “Locating stored iron in the liver through attenuation measurement in NSECT.” Ieee Nuclear Science Symposium Conference Record, December 1, 2009, 2419–22. https://doi.org/10.1109/NSSMIC.2009.5402150.Full Text
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Kapadia, A. J., G. A. Agasthya, and G. D. Tourassi. “Detection of iron overload through neutron stimulated emission computed tomography: A sensitivity analysis study.” Progress in Biomedical Optics and Imaging Proceedings of Spie 7258 (June 15, 2009). https://doi.org/10.1117/12.811737.Full Text
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Kapadia, A. J., F. X. Gallmeier, E. B. Iverson, and P. D. Ferguson. “Detection of iron overload with the ORNL spallation neutron source: An MCNPX simulation study.” Ieee Nuclear Science Symposium Conference Record, December 1, 2008, 4972–75. https://doi.org/10.1109/NSSMIC.2008.4774356.Full Text
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Kapadia, A. J., G. D. Tourassi, A. C. Sharma, A. S. Crowell, M. R. Kiser, and C. R. Howell. “Experimental detection of iron overload in liver through neutron stimulated emission spectroscopy.” Phys Med Biol 53, no. 10 (May 21, 2008): 2633–49. https://doi.org/10.1088/0031-9155/53/10/013.Full Text Link to Item
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Kapadia, A. J., B. P. Harrawood, and G. D. Tourassi. “Validation of a GE ANT4 simulation of neutron stimulated emission computed tomography.” Progress in Biomedical Optics and Imaging Proceedings of Spie 6913 (May 19, 2008). https://doi.org/10.1117/12.773196.Full Text
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Kapadia, A. J., B. P. Harrawood, and G. D. Tourassi. “GEANT4 simulation of NSECT for detection of iron overload in the liver.” Progress in Biomedical Optics and Imaging Proceedings of Spie 6913 (May 19, 2008). https://doi.org/10.1117/12.773245.Full Text
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Floyd, Carey E., Anuj J. Kapadia, Janelle E. Bender, Amy C. Sharma, Jessie Q. Xia, Brian P. Harrawood, Georgia D. Tourassi, et al. “Neutron-stimulated emission computed tomography of a multi-element phantom.” Phys Med Biol 53, no. 9 (May 7, 2008): 2313–26. https://doi.org/10.1088/0031-9155/53/9/008.Full Text Link to Item
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Kapadia, A. J., A. C. Sharma, G. D. Tourassi, J. E. Bender, C. R. Howell, A. S. Crowell, M. R. Kiser, B. P. Harrawood, R. S. Pedroni, and C. E. Floyd. “Neutron stimulated emission computed tomography for diagnosis of breast cancer.” Ieee Transactions on Nuclear Science 55, no. 1 (January 1, 2008): 501–9. https://doi.org/10.1109/TNS.2007.909847.Full Text
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Kapadia, A. J., A. C. Sharma, B. P. Harrawood, and G. D. Tourassi. “GEANT4 simulation of an NSECT system for iron overload detection.” Ieee Nuclear Science Symposium Conference Record 6 (December 1, 2007): 4604–7. https://doi.org/10.1109/NSSMIC.2007.4437134.Full Text
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Sharma, A. C., A. J. Kapadia, B. P. Harrawood, and G. D. Tourassi. “Optimization of a rotating modulation collimator for Neutron Stimulated Emission Computed Tomography (NSECT) imaging.” Ieee Nuclear Science Symposium Conference Record 5 (December 1, 2007): 3812–15. https://doi.org/10.1109/NSSMIC.2007.4436951.Full Text
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Sharma, A. C., B. P. Harrawood, J. E. Bender, G. D. Tourassi, and A. J. Kapadia. “Neutron stimulated emission computed tomography: a Monte Carlo simulation approach.” Phys Med Biol 52, no. 20 (October 21, 2007): 6117–31. https://doi.org/10.1088/0031-9155/52/20/003.Full Text Link to Item
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Sharma, A. C., G. D. Tourassi, A. J. Kapadia, A. S. Crowell, M. R. Kiser, A. Hutcheson, B. P. Harrawood, C. R. Howell, and C. E. Floyd. “Elemental spectrum of a mouse obtained via neutron stimulation.” Progress in Biomedical Optics and Imaging Proceedings of Spie 6510, no. PART 1 (October 15, 2007). https://doi.org/10.1117/12.713731.Full Text
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Bender, Janelle E., Anuj J. Kapadia, Amy C. Sharma, Georgia D. Tourassi, Brian P. Harrawood, and Carey E. Floyd. “Breast cancer detection using neutron stimulated emission computed tomography: prominent elements and dose requirements.” Med Phys 34, no. 10 (October 2007): 3866–71. https://doi.org/10.1118/1.2775669.Full Text Link to Item
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Olcott, Peter D., Frezghie Habte, Angela M. Foudray, and Craig S. Levin. “Performance Characterization of a Miniature, High Sensitivity Gamma Ray Camera.” Ieee Transactions on Nuclear Science 54, no. 5 (October 2007): 1492–97. https://doi.org/10.1109/tns.2007.902367.Full Text
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Sharma, A. C., G. D. Tourassi, A. J. Kapadia, B. P. Harrawood, J. E. Bender, A. S. Crowell, M. R. Kiser, C. R. Howell, and C. E. Floyd. “Design and development of a high-energy gamma camera for use with NSECT imaging: Feasibility for breast imaging.” Ieee Transactions on Nuclear Science 54, no. 5 (October 1, 2007): 1498–1505. https://doi.org/10.1109/TNS.2007.906058.Full Text
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Floyd, C. E., A. C. Sharma, J. E. Bender, A. J. Kapadia, J. Q. Xia, B. P. Harrawood, G. D. Tourassi, et al. “Neutron stimulated emission computed tomography: Background corrections.” Nuclear Instruments and Methods in Physics Research, Section B: Beam Interactions With Materials and Atoms 254, no. 2 (January 1, 2007): 329–36. https://doi.org/10.1016/j.nimb.2006.11.098.Full Text
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Floyd, Carey E., Janelle E. Bender, Amy C. Sharma, Anuj Kapadia, Jessie Xia, Brian Harrawood, Georgia D. Tourassi, Joseph Y. Lo, Alexander Crowell, and Calvin Howell. “Introduction to neutron stimulated emission computed tomography.” Phys Med Biol 51, no. 14 (July 21, 2006): 3375–90. https://doi.org/10.1088/0031-9155/51/14/006.Full Text Link to Item
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Sharma, A., C. Floyd, B. Harrawood, G. Tourassi, A. Kapadia, J. Bender, J. Lo, and C. Howell. “Rotating slat collimator design for high-energy near-field imaging.” Progress in Biomedical Optics and Imaging Proceedings of Spie 6142 I (July 3, 2006). https://doi.org/10.1117/12.653929.Full Text
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Bender, J. E., C. E. Floyd, B. P. Harrawood, A. J. Kapadia, A. C. Sharma, and J. L. Jesneck. “The effect of detector resolution for quantitative analysis of neutron stimulated emission computed tomography.” Progress in Biomedical Optics and Imaging Proceedings of Spie 6142 III (June 30, 2006). https://doi.org/10.1117/12.652812.Full Text
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Floyd, C. E., J. E. Bender, B. Harrawood, A. C. Sharma, A. Kapadia, G. D. Tourassi, J. Y. Lo, and C. Howell. “Breast cancer diagnosis using neutron stimulated emission computed tomography: Dose and count requirements.” Progress in Biomedical Optics and Imaging Proceedings of Spie 6142 II (June 30, 2006). https://doi.org/10.1117/12.656045.Full Text
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Kapadia, A. J., A. C. Sharma, G. D. Tourassi, J. E. Bender, A. S. Crowell, M. R. Kiser, C. R. Howell, and C. E. Floyd. “Non-invasive estimation of potassium (39K) in Bovine Liver using Neutron Stimulated Emission Computed Tomography (NSECT).” Ieee Nuclear Science Symposium Conference Record 4 (January 1, 2006): 2076–78. https://doi.org/10.1109/NSSMIC.2006.354322.Full Text
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Sharma, A. C., G. D. Tourassi, A. J. Kapadia, B. P. Harrawood, J. E. Bender, A. S. Crowell, M. R. Kiser, C. R. Howell, and C. E. Floyd. “Design and construction of a prototype rotation modulation collimator for near-field high-energy spectroscopic gamma imaging.” Ieee Nuclear Science Symposium Conference Record 4 (January 1, 2006): 2021–24. https://doi.org/10.1109/NSSMIC.2006.354310.Full Text
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Kapadia, A. J., C. E. Floyd, J. E. Bender, C. R. Howell, A. S. Crowell, and M. R. Kiser. “Non-invasive quantification of iron56Fe in beef liver using neutron stimulated emission computed tomography.” Ieee Nuclear Science Symposium Conference Record 4 (December 1, 2005): 2232–34. https://doi.org/10.1109/NSSMIC.2005.1596778.Full Text
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Kapadia, A. J., and C. E. Floyd. “An attenuation correction technique to correct for neutron and gamma attenuation in the reconstructed image of a neutron stimulated emission computed tomography (NSECT) system.” Progress in Biomedical Optics and Imaging Proceedings of Spie 5745, no. II (August 25, 2005): 737–43. https://doi.org/10.1117/12.596107.Full Text
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Floyd, C. E., C. Howell, B. Harrawood, A. Crowell, A. Kapadia, R. Macri, J. Xia, et al. “Neutron stimulated emission computed tomography of stable isotopes.” Proceedings of Spie the International Society for Optical Engineering 5368, no. 1 (July 5, 2004): 248–54. https://doi.org/10.1117/12.535350.Full Text
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Conference Papers
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Ria, Francesco, Wanyi Fu, Jocelyn Hoye, William Segars, Anuj Kapadia, and Ehsan Samei. “Clinical Decision Making in CT: Risk Assessment Comparison Across 12 Risk Metrics in Patient Populations.” In Journal of Medical Physics, 6:e519–e519. Medknow Publications, 2020. https://doi.org/10.1002/mp.14316.Full Text Open Access Copy
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Samei, E., E. Abadi, A. Kapadia, J. Lo, M. Mazurowski, and P. Segars. “Virtual imaging trials: An emerging experimental paradigm in imaging research and practice.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 11312, 2020. https://doi.org/10.1117/12.2549818.Full Text
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Abadi, E., B. Harrawood, J. Rajagopal, S. Sharma, A. Kapadia, M. Sedlmair, J. C. Ramirez, K. Stierstorfer, W. P. Segars, and E. Samei. “A framework for realistic virtual clinical trials in photon counting computed tomography.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 10948, 2019. https://doi.org/10.1117/12.2512898.Full Text
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Abadi, E., W. P. Segars, B. Harrawood, S. Sharma, T. Sauer, A. Kapadia, and E. Samei. “Trade-off between spatial details and motion artifact in multi-detector CT: A virtual clinical trial with 4D textured human models.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 10948, 2019. https://doi.org/10.1117/12.2512891.Full Text
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Fu, W., S. Sharma, T. Smith, R. Hou, E. Abadi, V. Selvakumaran, R. Tang, et al. “Multi-organ segmentation in clinical-computed tomography for patient-specific image quality and dose metrology.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 10948, 2019. https://doi.org/10.1117/12.2512883.Full Text
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Sharma, S., E. Abadi, A. Kapadia, W. P. Segars, and E. Samei. “A comprehensive GPU-based framework for scatter estimation in single source, dual source, and photon-counting CT.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 10948, 2019. https://doi.org/10.1117/12.2513198.Full Text
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Fu, W., F. Ria, J. Wilson, A. J. Kapadia, W. P. Segars, and E. Samei. “Effective Dose for Computed Tomography in Large, Clinical Populations,” 2018.
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Ria, F., Wanyi Fu, Yakun Zhang, Jocelyn Hoye, W. P. Segars, A. J. Kapadia, and E. Samei. “Characterization of Radiation Risk across a Clinical CT Patient Population: Comparison across 12 Risks Metrics,” 2018.
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Abadi, E., P. Segars, B. Harrawood, S. Sharma, A. Kapadia, and F. Samei. “Incorporating Respiratory Motion to High-Resolution Textured Computational Phantoms to Simulate Realistic Free-Breathing CT Images.” In Medical Physics, 45:E638–E638. WILEY, 2018.Link to Item
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Fenoli, J., S. Sharma, E. Abadi, P. Segars, E. Samei, and A. Kapadia. “Organ Dose Heterogeneity in Chest and Abdominopelvic CT Scans for a Population of Adult and Pediatric Phantoms: A Virtual Clinical Trial Study.” In Medical Physics, 45:E153–E153. WILEY, 2018.Link to Item
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Fu, W., P. Segars, K. Choudhury, A. Kapadia, J. Wilson, F. Ria, and E. Samei. “Comprehensive Implementation of Patient-Informed Organ Dose Estimation for Adult, Pediatric and Pregnant Patients in Clinical Computed Tomography.” In Medical Physics, 45:E689–E689. WILEY, 2018.Link to Item
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Nacouzi, D., J. Spencer, B. Zhao, C. Leung, S. McCall, J. Greenberg, and A. Kapadia. “Smarter Cancer Detection Through Machine-Learning Applied to High-Resolution Diffraction Tissue Scanning.” In Medical Physics, 45:E503–E503. WILEY, 2018.Link to Item
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Sharma, S., E. Abadi, P. Segars, A. Kapadia, and E. Samei. “A Real-Time Monte-Carlo Simulation Technique for Dose and Scatter Estimation in Virtual Clinical Trials for CT Imaging.” In Medical Physics, 45:E689–E689. WILEY, 2018.Link to Item
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Abadi, E., B. Harrawood, A. Kapadia, W. P. Segars, and E. Samei. “Development of a fast, voxel-based, and scanner-specific CT simulator for image-quality-based virtual clinical trials.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 10573, 2018. https://doi.org/10.1117/12.2293123.Full Text
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Abadi, E., W. P. Segars, B. Harrawood, A. Kapadia, and E. Samei. “Virtual clinical trial in action: Textured XCAT phantoms and scanner-specific CT simulator to characterize noise across CT reconstruction algorithms.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 10573, 2018. https://doi.org/10.1117/12.2294599.Full Text
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Fu, W., W. P. Segars, E. Abadi, S. Sharma, A. J. Kapadia, and E. Samei. “From patient-informed to patient-specific organ dose estimation in clinical computed tomography.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 10573, 2018. https://doi.org/10.1117/12.2294954.Full Text
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Sharma, S., A. Kapadia, E. Abadi, W. Fu, W. P. Segars, and E. Samei. “A rapid GPU-based Monte Carlo simulation tool for individualized dose estimations in CT.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 10573, 2018. https://doi.org/10.1117/12.2294965.Full Text
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Hoye, J., Y. Zhang, W. fu, E. Abadi, F. Ria, A. Kapadia, P. Segars, and E. Samei. “Organ Dose Estimation for CT Localizer Images.” In Medical Physics, 6:3301–3301. American Association of Physicists in Medicine, 2017.
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Fenoli, J., J. Hoye, S. Sharma, J. Spencer, B. Harrawood, P. Segars, E. Samei, and A. Kapadia. “Evaluation of Intra-Organ Dose Heterogeneity Using XCAT Phantoms.” In Medical Physics, Vol. 44. WILEY, 2017.Link to Item
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Fu, W., K. Choudhury, A. Kapadia, P. Segars, and E. Samei. “Uncertainties in Convolution-Based Organ Dose Estimation in TubeCurrent Modulated CT.” In Medical Physics, 44:3301–3301. WILEY, 2017.Link to Item
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Fu, W., P. Segars, A. Kapadia, and E. Samei. “CT Dose in Pregnancy: Organ Dose and Fetal Dose Under Various Gestational Ages and Maternal Sizes.” In Medical Physics, 44:3314–3314. WILEY, 2017.Link to Item
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Hoye, J., Y. Zhang, W. Fu, E. Abadi, F. Ria, A. Kapadia, P. Segars, and E. Samei. “Organ Dose Estimation for CT Localizer Images.” In Medical Physics, 44:3301–3301. WILEY, 2017.Link to Item
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Hoye, J., Y. Zhang, W. Fu, P. Sahbaee, A. Kapadia, P. Segars, and E. Samei. “A Smartphone Application for Organ Dose Estimation in CT, Tomosynthesis, and Radiography.” In Medical Physics, 44:3022–3022. WILEY, 2017.Link to Item
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Spencer, J., J. Carter, C. Buxton, C. Leung, S. McCall, J. Greenberg, and A. Kapadia. “BEST IN PHYSICS (IMAGING): X-Ray Diffraction Spectral Imaging for Breast Cancer Assessment.” In Medical Physics, 44:3292–3292. WILEY, 2017.Link to Item
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Wilson, J. M., A. Kapadia, and E. Samei. “Empowering Future Clinical Leaders: Professionalism in Medical Physics Graduate Education.” In Medical Physics, 44:3067–3067. WILEY, 2017.Link to Item
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Abadi, E., G. M. Sturgeon, G. Agasthya, B. Harrawood, C. Hoeschen, A. Kapadia, W. P. Segars, and E. Samei. “Airways, vasculature, and interstitial tissue: Anatomically informed computational modeling of human lungs for virtual clinical trials.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 10132, 2017. https://doi.org/10.1117/12.2254739.Full Text
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Fu, W., G. M. Sturgeon, G. Agasthya, W. P. Segars, A. J. Kapadia, and E. Samei. “Estimation of breast dose reduction potential for organ-based tube current modulated CT with wide dose reduction arc.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 10132, 2017. https://doi.org/10.1117/12.2255797.Full Text
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Hoye, J., Y. Zhang, G. Agasthya, G. Sturgeon, A. Kapadia, W. P. Segars, and E. Samei. “An atlas-based organ dose estimator for tomosynthesis and radiography.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 10132, 2017. https://doi.org/10.1117/12.2255583.Full Text
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Spencer, J. R., J. E. Carter, C. K. Leung, S. J. McCall, J. A. Greenberg, and A. J. Kapadia. “Coded aperture coherent scatter spectral imaging for assessment of breast cancers: An ex-vivo demonstration.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 10132, 2017. https://doi.org/10.1117/12.2253975.Full Text
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Albanese, K., R. Morris, J. Spencer, J. Greenberg, and A. Kapadia. “TH-AB-209-12: Tissue Equivalent Phantom with Excised Human Tissue for Assessing Clinical Capabilities of Coherent Scatter Imaging Applications.” In Medical Physics, 43:3866–3866. Wiley, 2016. https://doi.org/10.1118/1.4958103.Full Text
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Fong, G., and A. Kapadia. “SU-G-IeP4-04: DD-Neutron Source Collimation for Neutron Stimulated Emission Computed Tomography: A Monte Carlo Simulation Study.” In Medical Physics, 43:3678–3678. Wiley, 2016. https://doi.org/10.1118/1.4957099.Full Text
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Morris, R., M. Lakshmanan, G. Fong, A. Kapadia, and J. Greenberg. “SU-F-I-53: Coded Aperture Coherent Scatter Spectral Imaging of the Breast: A Monte Carlo Evaluation of Absorbed Dose.” In Medical Physics, 43:3398–99. Wiley, 2016. https://doi.org/10.1118/1.4955881.Full Text
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Lakshmanan, M. N., R. E. Morris, J. A. Greenberg, E. Samei, and A. J. Kapadia. “Coded aperture coherent scatter imaging for breast cancer detection: A Monte Carlo evaluation.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 9783, 2016. https://doi.org/10.1117/12.2216482.Full Text
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Morris, R. E., K. E. Albanese, M. N. Lakshmanan, S. J. McCall, J. A. Greenberg, and A. J. Kapadia. “Validation of coded aperture coherent scatter spectral imaging for normal and neoplastic breast tissues via surgical pathology.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 9783, 2016. https://doi.org/10.1117/12.2216974.Full Text
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Albanese, K., R. Morris, M. Lakshmanan, J. Greenberg, and A. Kapadia. “MO-F-CAMPUS-I-03: Tissue Equivalent Material Phantom to Test and Optimize Coherent Scatter Imaging for Tumor Classification.” In Medical Physics, 42:3575–3575. Wiley, 2015. https://doi.org/10.1118/1.4925454.Full Text
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Morris, R., K. Albanese, M. Lakshmanan, J. Greenberg, and A. Kapadia. “MO-F-CAMPUS-I-04: Characterization of Fan Beam Coded Aperture Coherent Scatter Spectral Imaging Methods for Differentiation of Normal and Neoplastic Breast Structures.” In Medical Physics, 42:3575–3575. Wiley, 2015. https://doi.org/10.1118/1.4925455.Full Text
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Price, A., W. Harris, and A. Kapadia. “TH-AB-204-06: Using Associated Particle Imaging and Time-Of-Flight Spectroscopy for Eliminating Tomographic Imaging for NSECT: A Simulation Study.” In Medical Physics, 42:3715–3715. Wiley, 2015. https://doi.org/10.1118/1.4926173.Full Text
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Greenberg, J. A., M. N. Lakshmanan, D. J. Brady, and A. J. Kapadia. “Optimization of a coded aperture coherent scatter spectral imaging system for medical imaging.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 9412, 2015. https://doi.org/10.1117/12.2082110.Full Text
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Lakshmanan, M. N., J. A. Greenberg, E. Samei, and A. J. Kapadia. “Experimental implementation of coded aperture coherent scatter spectral imaging of cancerous and healthy breast tissue samples.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 9412, 2015. https://doi.org/10.1117/12.2082318.Full Text
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Kapadia, A. J., D. J. Rhee, and Z. Han. “Brain imaging using fast neutron spectroscopy.” In Proceedings of the 2014 Biomedical Sciences and Engineering Conference 5th Annual Ornl Biomedical Sciences and Engineering Conference: Collaborative Biomedical Innovations the Multi Scale Brain: Spanning Molecular, Cellular, Systems, Cognitive, Behavioral, and Clinical Neuroscience, Bsec 2014, 2014. https://doi.org/10.1109/BSEC.2014.6867741.Full Text
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Belley, M., P. Segars, and A. Kapadia. “SU‐C‐144‐04: Whole Body and Relative Organ Dose Values From Neutron and Gamma Irradiation of the Liver and Breast in a Voxelized Anthropomorphic Phantom Using Monte Carlo Methods.” In Medical Physics, 40:99, 2013. https://doi.org/10.1118/1.4813993.Full Text
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Kapadia, A., G. Agasthya, L. Cumberbatch, and C. Howell. “SU‐GG‐I‐159: In‐Vivo Iron Measurement through Nuclear Resonance Fluorescence.” In Medical Physics, 37:3138, 2010. https://doi.org/10.1118/1.3468195.Full Text
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Kapadia, Anuj J., Franz X. Gallmeier, Erik B. Iverson, and Phillip D. Ferguson. “Detection of Iron Overload with the ORNL Spallation Neutron Source: an MCNPX Simulation Study.” In 2008 Ieee Nuclear Science Symposium and Medical Imaging Conference (2008 Nss/Mic), Vols 1 9, 4238-+. IEEE, 2009.Link to Item
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Kapadia, Anuj J., Amy C. Sharma, Georgia D. Tourassi, Janelle E. Bender, Alexander S. Crowell, Matthew R. Kiser, Calvin R. Howell, and Carey E. Floyd. “Neutron Spectroscopy of Mouse Using Neutron Stimulated Emission Computed Tomography (NSECT).” In 2006 Ieee Nuclear Science Symposium Conference Record, Vol 1 6, 3546–48. IEEE, 2006.Link to Item
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Kapadia, Anuj J., Amy C. Sharma, Georgia D. Tourassi, Janelle E. Bender, Alexander S. Crowell, Matthew R. Kiser, Calvin R. Howell, and Carey E. Floyd. “Neutron Stimulated Emission Computed Tomography (NSECT) for Early Detection of Breast Cancer.” In 2006 Ieee Nuclear Science Symposium Conference Record. IEEE, 2006. https://doi.org/10.1109/nssmic.2006.353847.Full Text
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Sharma, Amy C., Georgia D. Tourassi, Anuj J. Kapadia, Janelle E. Bender, Jessie Q. Xia, Brian P. Harrawood, Alexander S. Crowell, Mathew R. Kiser, Calvin R. Howell, and Carey E. Floyd. “Development of a High-Energy Gamma Camera for use with NSECT Imaging of the Breast.” In 2006 Ieee Nuclear Science Symposium Conference Record, Vol 1 6, 3925–27. IEEE, 2006.Link to Item
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Floyd, C., C. Howell, A. Kapadia, B. Harrawood, J. Xia, and G. Tourassi. “Cancer diagnosis using neutron scattering analysis of elemental composition.” In Medical Physics, 31:1819–1819. AMER ASSOC PHYSICISTS MEDICINE AMER INST PHYSICS, 2004.Link to Item
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- Teaching & Mentoring
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Recent Courses
- COMPSCI 391: Independent Study 2020
- MEDPHY 726: Practicum on Monte Carlo Methods in Medical Physics 2020
- MEDPHY 726K: Practicum on Monte Carlo Methods in Medical Physics 2020
- MEDPHY 751-1: Medical Physics Basic Research Topics 2020
- MEDPHY 751-2: Academic Development Skills for Medical Physicists 2020
- MEDPHY 781: Clinical Shadowing for Medical Physicists 2020
- PHYSICS 175: Introduction to Physics in Medicine 2020
- MEDPHY 726: Practicum on Monte Carlo Methods in Medical Physics 2019
- MEDPHY 726K: Practicum on Monte Carlo Methods in Medical Physics 2019
- MEDPHY 751-1: Medical Physics Basic Research Topics 2019
- MEDPHY 751-2: Academic Development Skills for Medical Physicists 2019
- MEDPHY 781: Clinical Shadowing for Medical Physicists 2019
- PHYSICS 175: Introduction to Physics in Medicine 2019
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