PUBLICATIONS
Decades of experience in imaging science (selected publications)
CVIT scientists regularly publish findings and frequently present at scientific conferences.
Featured Publications
Fu W, Sharma S, Abadi E, Iliopoulos AS, Wang Q, Lo JY, Sun X, Segars WP, Samei E.
iPhantom: A Framework for Automated Creation of Individualized Computational Phantoms and Its Application to CT Organ Dosimetry.
IEEE J Biomed Health Inform. .2021;25(8):3061-72. Epub 2021/03/03. [Foundation]
https://doi.org/10.1109/jbhi.2021.3063080Draelos RL, Dov D, Mazurowski MA, Lo JY, Henao R, Rubin GD, Carin L.
Machine-learning-based multiple abnormality prediction with large-scale chest computed tomography volumes.
Med Image Anal. .2021;67:101857. Epub 2020/11/01. PMC7726032. [Foundation]
https://doi.org/10.1016/j.media.2020.101857Abadi E, Paul Segars W, Chalian H, Samei E.
Virtual Imaging Trials for Coronavirus Disease (COVID-19).
AJR Am J Roentgenol. .2021;216(2):362-8. Epub 2020/08/22. PMC8080437. [Foundation]
https://doi.org/10.2214/ajr.20.23429Abadi E, Segars WP, Tsui BMW, Kinahan PE, Bottenus N, Frangi AF, Maidment A, Lo J, Samei E.
Virtual clinical trials in medical imaging: a review.
J Med Imaging (Bellingham). .2020;7(4):042805. Epub 2020/04/22. PMC7148435. [Foundation]
https://doi.org/10.1117/1.Jmi.7.4.042805
Solomon J, Ebner L, Christe A, Peters A, Munz J, Löbelenz L, Klaus J, Richards T, Samei E, Roos JE.
Minimum perceivable size difference: how well can radiologists visually detect a change in lung nodule size from CT images?
Eur Radiol. .2021;31(4):1947-55. Epub 2020/10/01. [Foundation]
https://doi.org/10.1007/s00330-020-07326-2Hoye J, Solomon JB, Sauer TJ, Samei E.
Quantification of Minimum Detectable Difference in Radiomics Features Across Lesions and CT Imaging Conditions.
Acad Radiol. .2020. Epub 2020/08/24. PMC7895859. [Foundation]
https://doi.org/10.1016/j.acra.2020.07.029Samei E, Kinahan P, Nishikawa RM, Maidment A.
Virtual Clinical Trials: Why and What (Special Section Guest Editorial).
J Med Imaging (Bellingham). .2020;7(4):042801. Epub 2020/07/28. PMC7364111. [Foundation]
https://doi.org/10.1117/1.Jmi.7.4.042801Samei E, Ria F, Tian X, Segars PW.
A database of 40 patient-based computational models for benchmarking organ dose estimates in CT.
Med Phys. .2020;47(12):6562-6. Epub 2020/07/07. [Foundation]
https://doi.org/10.1002/mp.14373Abadi E, Segars WP, Harrawood B, Sharma S, Kapadia A, Samei E.
Virtual clinical trial for quantifying the effects of beam collimation and pitch on image quality in computed tomography.
J Med Imaging (Bellingham). .2020;7(4):042806. Epub 2020/06/09. PMC7262564. [Foundation]
https://doi.org/10.1117/1.Jmi.7.4.042806Faryna K, Tushar F, D”Anniballe V, Hou R, Rubin G, Lo J.
Attention-guided classification of abnormalities in semi-structured computed tomography reports.
SPIE Medical Imaging. .2020;11314. [Foundation]
https://doi.org/10.1117/12.2551370Saha A, Tushar F, Faryna K, D”Anniballe V, Hou R, Mazurowski M, Rubin G, Lo J.
Weakly supervised 3D classification of chest CT using aggregated multi-resolution deep segmentation features.
SPIE Medical Imaging. .2020;11314. [Foundation]
https://doi.org/10.1117/12.2550857Abadi E, Rajagopal J, Sauer T, Jones E, Segars WP, Samei E.
Optimization of energy thresholds in photon-counting CT via a virtual clinical trial.
SPIE Medical Imaging. .2020;11312. [Foundation]
https://doi.org/10.1117/12.2549055Sauer T, Richards T, Buckler A, Daubert M, Douglas P, Segars W, Samei E.
Synthesis of physiologically-informed computational coronary artery plaques for use in virtual clinical trials (Conference Presentation).
SPIE Medical Imaging. .2020;11312. [Foundation]
https://doi.org/10.1117/12.2550011Meyer M, Ronald J, Vernuccio F, Nelson RC, Ramirez-Giraldo JC, Solomon J, Patel BN, Samei E, Marin D.
Reproducibility of CT Radiomic Features within the Same Patient: Influence of Radiation Dose and CT Reconstruction Settings.
Radiology. .2019;293(3):583-91. Epub 2019/10/02. [Foundation]
https://doi.org/10.1148/radiol.2019190928Sharma S, Kapadia A, Fu W, Abadi E, Segars WP, Samei E.
A real-time Monte Carlo tool for individualized dose estimations in clinical CT.
Phys Med Biol. . 2019;64(21):215020. Epub 2019/09/21. PMC7050822. [Foundation]
https://doi.org/10.1088/1361-6560/ab467fAbadi E, Harrawood B, Rajagopal JR, Sharma S, Kapadia A, Segars WP, Stierstorfer K, Sedlmair M, Jones E, Samei E.
Development of a scanner-specific simulation framework for photon-counting computed tomography.
Biomed Phys Eng Express. 2019;5(5). Epub 2019/08/01. PMC7725233. [Foundation]
https://doi.org/10.1088/2057-1976/ab37e9
