Ehsan Abadi | Scholars@Duke

Ehsan Abadi
Assistant Professor in Radiology

Ehsan Abadi, PhD is an imaging scientist at Duke University. He is an Assistant Professor in the departments of Radiology and Electrical & Computer Engineering, a faculty member in the Medical Physics Graduate Program and Carl E. Ravin Advanced Imaging Laboratories, and a co-Lead in the Center for Virtual Imaging Trials.

Ehsan's research focuses are in quantitative imaging and optimization, CT imaging, lung diseases, computational human modeling, and medical imaging simulation. He is actively contributing to developments of computational anthropomorphic models with various diseases such as COPD, as well as scanner-specific simulation platforms (e.g., DukeSim ) of imaging systems. His current focus is to identify and optimize imaging systems for accurate and precise quantifications of lung diseases.

Current Appointments & Affiliations

Assistant Professor in Radiology, Radiology, Clinical Science Departments 2021
Assistant Professor in the Department of Electrical and Computer Engineering, Electrical and Computer Engineering, Pratt School of Engineering 2020

Contact Information

2424 Erwin Rd (Hock Plaza), Suite 302, Durham, NC 27705
ehsan.abadi@duke.edu
Center for Virtual Imaging Trials
Google Scholar
https://www.linkedin.com/in/ehsanabadi/

Background
Education, Training, & Certifications
- Ph.D., Duke University 2018
Duke Appointment History
- Assistant Professor in Radiology, Radiology, Clinical Science Departments 2020
Expertise
Subject Headings
Research
Selected Grants
- Simulation Tools for 3D and 4D CT and Dosimetry awarded by National Institutes of Health 2007 - 2024
External Relationships
- METIS Health Analytics, LLC
Publications & Artistic Works
Selected Publications
- Academic Articles
  - Tanaka, Rie, Ehsan Samei, William Paul Segars, Ehsan Abadi, Isao Matsumoto, Masaya Tamura, Munehisa Takata, and Tsuneo Yamashiro. “Assessment of pleural invasion and adhesion of lung tumors with dynamic chest radiography: A virtual clinical imaging study.” Med Phys 48, no. 4 (April 2021): 1616–23. https://doi.org/10.1002/mp.14750.
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  - Sharma, Shobhit, Ehsan Abadi, Anuj Kapadia, W Paul Segars, and Ehsan Samei. “A GPU-accelerated framework for rapid estimation of scanner-specific scatter in CT for virtual imaging trials.” Phys Med Biol 66, no. 7 (March 23, 2021). https://doi.org/10.1088/1361-6560/abeb32.
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  - Abadi, Ehsan, W. Paul Segars, Hamid Chalian, and Ehsan Samei. “Virtual Imaging Trials for Coronavirus Disease (COVID-19).” Ajr Am J Roentgenol 216, no. 2 (February 2021): 362–68. https://doi.org/10.2214/AJR.20.23429.
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  - Fricks, R. B., E. Abadi, F. Ria, and E. Samei. “Classification of COVID-19 in chest radiographs: Assessing the impact of imaging parameters using clinical and simulated images.” Progress in Biomedical Optics and Imaging Proceedings of Spie 11597 (January 1, 2021). https://doi.org/10.1117/12.2582223.
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  - Fu, W., S. Sharma, E. Abadi, A. S. Iliopoulos, Q. Wang, X. Sun, J. Y. C. Lo, W. P. Segars, and E. Samei. “<i>i</i>Phantom: A framework for automated creation of individualized computational phantoms and its application to CT organ dosimetry.” Ieee Journal of Biomedical and Health Informatics, January 1, 2021. https://doi.org/10.1109/JBHI.2021.3063080.
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  - Ria, F., T. B. Smith, E. Abadi, J. B. Solomon, and E. Samei. “Estimation of in vivo noise in clinical ct images: Comparison and validation of three different methods against ensemble noise gold-standard.” Progress in Biomedical Optics and Imaging Proceedings of Spie 11595 (January 1, 2021). https://doi.org/10.1117/12.2580954.
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  - Ria, Francesco, Wanyi Fu, Hamid Chalian, Ehsan Abadi, Paul W. Segars, Rafael Fricks, Pegah Khoshpouri, and Ehsan Samei. “A comparison of COVID-19 and imaging radiation risk in clinical patient populations.” J Radiol Prot, October 7, 2020. https://doi.org/10.1088/1361-6498/abbf3b.
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  - Abadi, Ehsan, William P. Segars, Benjamin M. W. Tsui, Paul E. Kinahan, Nick Bottenus, Alejandro F. Frangi, Andrew Maidment, Joseph Lo, and Ehsan Samei. “Virtual clinical trials in medical imaging: a review.” J Med Imaging (Bellingham) 7, no. 4 (July 2020): 042805. https://doi.org/10.1117/1.JMI.7.4.042805.
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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.
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  - Setiawan, H., E. Abadi, F. Ria, W. Fu, T. B. Smith, and E. Samei. “Patient-informed modelling of hepatic contrast dynamics in contrast-enhanced CT imaging.” Progress in Biomedical Optics and Imaging Proceedings of Spie 11312 (January 1, 2020). https://doi.org/10.1117/12.2548879.
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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.
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  - Cheng, Yuan, Ehsan Abadi, Taylor Brunton Smith, Francesco Ria, Mathias Meyer, Daniele Marin, and Ehsan Samei. “Validation of algorithmic CT image quality metrics with preferences of radiologists.” Med Phys 46, no. 11 (November 2019): 4837–46. https://doi.org/10.1002/mp.13795.
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  - Cheng, Yuan, Ehsan Abadi, Taylor Brunton Smith, Francesco Ria, Mathias Meyer, Daniele Marin, and Ehsan Samei. “Validation of algorithmic CT image quality metrics with preferences of radiologists.” Medical Physics 46, no. 11 (November 1, 2019): 4837–46. https://doi.org/10.1002/mp.13795].
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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.
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  - Robins, Marthony, Justin Solomon, Jocelyn Hoye, Ehsan Abadi, Daniele Marin, and Ehsan Samei. “Systematic analysis of bias and variability of texture measurements in computed tomography.” J Med Imaging (Bellingham) 6, no. 3 (July 2019): 033503. https://doi.org/10.1117/1.JMI.6.3.033503.
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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.
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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.
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  - Abadi, Ehsan, William P. Segars, Gregory M. Sturgeon, Justus E. Roos, Carl E. Ravin, and Ehsan Samei. “Modeling Lung Architecture in the XCAT Series of Phantoms: Physiologically Based Airways, Arteries and Veins.” Ieee Trans Med Imaging 37, no. 3 (March 2018): 693–702. https://doi.org/10.1109/TMI.2017.2769640.
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  - Abadi, Ehsan, Pooyan Sahbaee, and Ehsan Samei. “Effect of Iodine-based Contrast Material on Radiation Dose at CT.” Radiology 285, no. 3 (December 2017): 1053–54. https://doi.org/10.1148/radiol.2017171523.
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  - Abadi, Ehsan, Jeremiah Sanders, and Ehsan Samei. “Patient-specific quantification of image quality: An automated technique for measuring the distribution of organ Hounsfield units in clinical chest CT images.” Med Phys 44, no. 9 (September 2017): 4736–46. https://doi.org/10.1002/mp.12438.
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  - Sahbaee, Pooyan, Ehsan Abadi, W Paul Segars, Daniele Marin, Rendon C. Nelson, and Ehsan Samei. “The Effect of Contrast Material on Radiation Dose at CT: Part II. A Systematic Evaluation across 58 Patient Models.” Radiology 283, no. 3 (June 2017): 749–57. https://doi.org/10.1148/radiol.2017152852.
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  - Abadi, E., J. Sanders, G. Agasthya, P. Segars, and E. Samei. “TH-AB-207A-01: Contrast-Enhanced CT: Correlation of Radiation Dose and Biological Effect.” Med Phys 43, no. 6 (June 2016): 3859. https://doi.org/10.1118/1.4958077.
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  - Sanders, J., E. Abadi, B. Meng, and E. Samei. “SU-F-I-45: An Automated Technique to Measure Image Contrast in Clinical CT Images.” Med Phys 43, no. 6 (June 2016): 3397. https://doi.org/10.1118/1.4955873.
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  - Faranoush, Mohammad, Amir Abbas Hedayati Asl, Azim Mehrvar, Narjes Mehrvar, Rokhsaneh Zangooei, Ehsan Abadi, Mardawig Alebouyeh, and Maryam Tashvighi. “Consequences of delayed diagnosis in treatment of retinoblastoma.” Iran J Pediatr 24, no. 4 (August 2014): 381–86.
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  - Setiawan, Hananiel, Francesco Ria, Ehsan Abadi, Wanyi Fu, Taylor B. Smith, and Ehsan Samei. “Modeling Patient-Informed Liver Contrast Perfusion in Contrast-enhanced Computed Tomography.” J Comput Assist Tomogr 44, no. 6 (n.d.): 882–86. https://doi.org/10.1097/RCT.0000000000001095.
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- Conference Papers
  - Abadi, E., G. Jadick, E. A. Hoffman, D. Lynch, W. P. Segars, and E. Samei. “Copd quantifications via ct imaging: Ascertaining the effects of acquisition protocol using virtual imaging trial.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 11595, 2021. https://doi.org/10.1117/12.2581965.
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  - Gann, A. M., E. Abadi, J. Hoye, T. J. Sauer, W. P. Segars, H. Chalian, and E. Samei. “An analysis of radiomics features in lung lesions in covid-19.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 11595, 2021. https://doi.org/10.1117/12.2582296.
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  - Ishihara, N., R. Tanaka, W. P. Segars, E. Abadi, and E. Samei. “Estimation of lung volume changes from frontal and lateral views of dynamic chest radiography using a convolutional neural network model: A computational phantom study.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 11595, 2021. https://doi.org/10.1117/12.2579948.
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  - Jadick, G., E. Abadi, B. Harrawood, S. Sharma, W. P. Segars, and E. Samei. “A framework to simulate ct images with tube current modulation.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 11595, 2021. https://doi.org/10.1117/12.2580983.
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  - Rajagopal, J. R., F. Farhadi, A. H. Negussie, E. Abadi, P. Sahbaee, B. Saboury, A. A. Malayeri, W. F. Pritchard, E. C. Jones, and E. Samei. “An experimental evaluation of material separability in photon-counting ct.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 11595, 2021. https://doi.org/10.1117/12.2581081.
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  - Rajagopal, J. R., F. Farhadi, A. H. Negussie, E. Abadi, P. Sahbaee, B. Saboury, A. A. Malayeri, W. F. Pritchard, E. C. Jones, and E. Samei. “Multivariate snr in spectral computed tomography.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 11595, 2021. https://doi.org/10.1117/12.2581079.
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  - Sauer, T. J., E. Abadi, W. P. Segars, and E. Samei. “Optimization of CT angiography using physiologically-informed computational plaques, dynamic XCAT phantoms, and physics-based CT simulation.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 11595, 2021. https://doi.org/10.1117/12.2582293.
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  - Sugiura, T., R. Tanaka, W. P. Segars, E. Abadi, and E. Samei. “Correlation of respiratory changes in lung density on dynamic chest radiographs with changes in the ct value: A computational phantom study.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 11595, 2021. https://doi.org/10.1117/12.2579973.
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  - Zarei, M., E. Abadi, R. Fricks, W. P. Segars, and E. Samei. “A probabilistic conditional adversarial neural network to reduce imaging variation in radiography.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 11595, 2021. https://doi.org/10.1117/12.2582336.
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  - Zarei, M., E. Abadi, W. P. Segars, T. Richards, and E. Samei. “Multi-factorial optimization of imaging parameters for quantifying coronary stenosis in cardiac ct.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 11595, 2021. https://doi.org/10.1117/12.2582311.
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  - Abadi, Ehsan, William Segars, Shobit Sharma, Francesco Ria, Hamid Chalian, and Ehsan Samei. “Virtual Imaging Trials for Novel Coronavirus Disease (COVID-19),” 2020.
  - “THE 2020 AAPM ANNUAL MEETING PROGRAM.” In Med Phys, 47:e255-2720, 2020. https://doi.org/10.1002/mp.14316.
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  - Abadi, E., J. Rajagopal, T. Sauer, E. Jones, W. P. Segars, and E. Samei. “Optimization of energy thresholds in photon-counting CT via a virtual clinical trial.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 11312, 2020. https://doi.org/10.1117/12.2549055.
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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.
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  - Smith, T. B., E. Abadi, T. J. Sauer, W. Fu, J. Solomon, and E. Samei. “In vivo noise texture estimation: Development and validation of an automated methodology.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 11312, 2020. https://doi.org/10.1117/12.2549268.
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  - Tanaka, R., E. Samei, W. P. Segars, E. Abadi, I. Matsumoto, M. Tamura, N. Ishihara, and T. Yamashiro. “Prediction of pleural invasion of lung cancer with dynamic chest radiography: A simulation study.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 11312, 2020. https://doi.org/10.1117/12.2547464.
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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.
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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.
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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.
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  - Rajagopal, J. R., P. Sahbaee, E. Abadi, A. H. Negussie, W. F. Pritchard, B. J. Wood, E. C. Jones, and E. Samei. “Impact of energy threshold on material quantification of contrast agents in photon-counting CT.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 10948, 2019. https://doi.org/10.1117/12.2512944.
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  - Sauer, T. J., E. Abadi, P. Segars, and E. Samei. “Anatomically- and computationally-informed hepatic contrast perfusion simulations for use in virtual clinical trials.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 10948, 2019. https://doi.org/10.1117/12.2513465.
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  - Setiawan, H., E. Abadi, W. Fu, T. B. Smith, and E. Samei. “Patient-informed and physiology-based modelling of contrast dynamics in cross-sectional imaging.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 10948, 2019. https://doi.org/10.1117/12.2513431.
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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.
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  - Tanaka, R., E. Samei, P. Segars, E. Abadi, H. Roth, H. Oda, and K. Mori. “Dynamic chest radiography for pulmonary function diagnosis: A validation study using 4D extended cardiac-torso (XCAT) phantom.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 10948, 2019. https://doi.org/10.1117/12.2512332.
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  - Lacy, T., aiping Ding, ehsan Abadi, yakun Zhang, F. Ria, E. Samei, and D. P. Frush. “Beyond the DRL: Applying Automated Quality Metrics to Assess Pediatric CT Program Liver Lesion Detection Performance,” 2018.
  - Lacy, tyler, aiping Ding, E. Abadi, yakun Zhang, F. Ria, E. Samei, and D. P. Frush. “A Novel Methodology for Automated Image Quality Assessment of Pediatric CT,” 2018.
  - 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.
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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.
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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.
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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.
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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.
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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.
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  - Robins, M., J. Solomon, J. Hoye, E. Abadi, D. Marin, and E. Samei. “How reliable are texture measurements?” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 10573, 2018. https://doi.org/10.1117/12.2294591.
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  - Sauer, T. J., E. Abadi, J. Solomon, J. M. Hoye, and E. Samei. “Realistic lesion simulation: Application of hyperelastic deformation to lesion-local environment in lung CT.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 10573, 2018. https://doi.org/10.1117/12.2294962.
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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.
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  - Ding, A., T. Smith, E. Abadi, F. Ria, J. Wilson, and E. Samei. “Robustness and Accuracy of An Automated Solution for Measuring Image Noise, Spatial Resolution, Contrast, and Dose in Clinical CT Images: Efforts Towards Patient-Specific Quantifications of CT Image Quality and Radiation Dose.” In Medical Physics, 6:3023–24. American Association of Physicists in Medicine, 2017.
  - 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.
  - Smith, T., E. Abadi, A. Ding, F. Ria, and E. samei. “Image Quality Monitoring: Variability in Contrast Enhancement Across a Clinical Population.” In Medical Physics, 6:3167–68. American Association of Physicists in Medicine, 2017.
  - Ding, A., T. Smith, E. Abadi, F. Ria, J. Wilson, and E. Samei. “Robustness and Accuracy of An Automated Solution for Measuring Image Noise, Spatial Resolution, Contrast, and Dose in Clinical CT Images: Efforts Towards Patient-Specific Quantifications of CT Image Quality and Radiation Dose.” In Medical Physics, 44:3023–24. WILEY, 2017.
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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.
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  - Smith, T., E. Abadi, A. Ding, F. Ria, and E. Samei. “Image Quality Monitoring: Variability in Contrast Enhancement Across a Clinical Population.” In Medical Physics, 44:3167–68. WILEY, 2017.
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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.
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  - Abadi, E., H. Soltanian-Zadeh, L. Scarpace, and T. Mikkelsen. “Prediction of glioblastoma multiforme response to bevacizumab treatment using diffusion and perfusion imaging.” In 2015 22nd Iranian Conference on Biomedical Engineering, Icbme 2015, 314–18, 2016. https://doi.org/10.1109/ICBME.2015.7404162.
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  - Sahbaee, P., E. Abadi, J. Sanders, M. Becchetti, Y. Zhang, G. Agasthya, P. Segars, and E. Samei. “A technique for multi-dimensional optimization of radiation dose, contrast dose, and image quality in CT imaging.” In Progress in Biomedical Optics and Imaging Proceedings of Spie, Vol. 9783, 2016. https://doi.org/10.1117/12.2216516.
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  - Mehrvar, A., A. A. Hedayati-Asl, M. Faranoush, E. Abadi, N. Mehrvar, and M. Tashvighi. “THERAPEUTIC MANAGEMENT OF CHILDHOOD AML AT MPCTRC: A SINGLE CENTER STUDY.” In Haematologica, 99:570–71. FERRATA STORTI FOUNDATION, 2014.
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