Liu J, Ren S, Wang R, Mirian N, Tsai Y-J, Kulon M, Pucar D, Chen M-K, Liu C.
Virtual high-count PET image generation using a deep learning method.
Medical Physics. 2022;49(9):5830-40.
https://doi.org/10.1002/mp.15867
Virtual high-count PET image generation using a deep learning method Read More »
Buda M, Saha A, Walsh R, Ghate S, Li N, Swiecicki A, Lo JY, Mazurowski MA.
A Data Set and Deep Learning Algorithm for the Detection of Masses and Architectural Distortions in Digital Breast Tomosynthesis Images.
JAMA Netw Open. .2021;4(8):e2119100. Epub 2021/08/17. [Foundation]
https://doi.org/10.1001/jamanetworkopen.2021.19100
Modanwal G, Vellal A, Mazurowski MA.
Normalization of breast MRIs using cycle-consistent generative adversarial networks.
Comput Methods Programs Biomed. .2021;208:106225. Epub 2021/07/02. [Foundation]
https://doi.org/10.1016/j.cmpb.2021.106225
Normalization of breast MRIs using cycle-consistent generative adversarial networks Read More »
Hoye J, Smith T, Abadi E, Solomon JB, Samei E.
Correction for Systematic Bias in Radiomics Measurements Due to Variation in Imaging Protocols.
Acad Radiol. .2021. Epub 2021/06/17. [Foundation]
https://doi.org/10.1016/j.acra.2021.04.012
Swiecicki A, Konz N, Buda M, Mazurowski MA.
A generative adversarial network-based abnormality detection using only normal images for model training with application to digital breast tomosynthesis.
Sci Rep. .2021;11(1):10276. Epub 2021/05/15. PMC8119417. [Foundation]
https://doi.org/10.1038/s41598-021-89626-1
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.2021.3063080
Sharma S, Abadi E, Kapadia A, Segars WP, Samei E.
A GPU-accelerated framework for rapid estimation of scanner-specific scatter in CT for virtual imaging trials.
Phys Med Biol. .2021;66(7). Epub 2021/03/03. PMC8381286. [Foundation]
https://doi.org/10.1088/1361-6560/abeb32
Fricks R, Abadi E, Ria F, Samei E.
Classification of COVID-19 in chest radiographs: assessing the impact of imaging parameters using clinical and simulated images.
SPIE Medical Imaging. .2021;11597. [Foundation]
https://doi.org/10.1117/12.2582223
Jadick G, Abadi E, Harrawood B, Sharma S, Segars WP, Samei E.
A framework to simulate CT images with tube current modulation.
SPIE Medical Imaging. .2021;11595. [Foundation]
https://doi.org/10.1117/12.2580983
A framework to simulate CT images with tube current modulation Read More »
Zarei M, Abadi E, Fricks R, Segars WP, Samei E.
A probabilistic conditional adversarial neural network to reduce imaging variation in radiography.
SPIE Medical Imaging. .2021;11595. [Foundation]
https://doi.org/10.1117/12.2582336
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