Zaharchuk G - Search Results

1

Ultra-Low-Dose ¹⁸F-Florbetaben Amyloid PET Imaging Using Deep Learning with Multi-Contrast MRI Inputs.

Chen KT, Gong E, de Carvalho Macruz FB, Xu J, Boumis A, Khalighi M, Poston KL, Sha SJ, Greicius MD, Mormino E, Pauly JM, Srinivas S, Zaharchuk G. Chen KT, et al. Among authors: zaharchuk g. Radiology. 2020 Sep;296(3):E195. doi: 10.1148/radiol.2020202527. Radiology. 2020. PMID: 32804601 Free PMC article. No abstract available.

2

Deep learning enables reduced gadolinium dose for contrast-enhanced brain MRI.

Gong E, Pauly JM, Wintermark M, Zaharchuk G. Gong E, et al. Among authors: zaharchuk g. J Magn Reson Imaging. 2018 Aug;48(2):330-340. doi: 10.1002/jmri.25970. Epub 2018 Feb 13. J Magn Reson Imaging. 2018. PMID: 29437269

3

Deep Generative Adversarial Neural Networks for Compressive Sensing MRI.

Mardani M, Gong E, Cheng JY, Vasanawala SS, Zaharchuk G, Xing L, Pauly JM. Mardani M, et al. Among authors: zaharchuk g. IEEE Trans Med Imaging. 2019 Jan;38(1):167-179. doi: 10.1109/TMI.2018.2858752. Epub 2018 Jul 23. IEEE Trans Med Imaging. 2019. PMID: 30040634 Free PMC article.

4

Ultra-Low-Dose ¹⁸F-Florbetaben Amyloid PET Imaging Using Deep Learning with Multi-Contrast MRI Inputs.

Chen KT, Gong E, de Carvalho Macruz FB, Xu J, Boumis A, Khalighi M, Poston KL, Sha SJ, Greicius MD, Mormino E, Pauly JM, Srinivas S, Zaharchuk G. Chen KT, et al. Among authors: zaharchuk g. Radiology. 2019 Mar;290(3):649-656. doi: 10.1148/radiol.2018180940. Epub 2018 Dec 11. Radiology. 2019. PMID: 30526350 Free PMC article.

5

Ultra-low-dose PET reconstruction using generative adversarial network with feature matching and task-specific perceptual loss.

Ouyang J, Chen KT, Gong E, Pauly J, Zaharchuk G. Ouyang J, et al. Among authors: zaharchuk g. Med Phys. 2019 Aug;46(8):3555-3564. doi: 10.1002/mp.13626. Epub 2019 Jun 17. Med Phys. 2019. PMID: 31131901 Free PMC article.

6

Predicting ¹⁵O-Water PET cerebral blood flow maps from multi-contrast MRI using a deep convolutional neural network with evaluation of training cohort bias.

Guo J, Gong E, Fan AP, Goubran M, Khalighi MM, Zaharchuk G. Guo J, et al. Among authors: zaharchuk g. J Cereb Blood Flow Metab. 2020 Nov;40(11):2240-2253. doi: 10.1177/0271678X19888123. Epub 2019 Nov 13. J Cereb Blood Flow Metab. 2020. PMID: 31722599 Free PMC article.

7

Synthesize High-Quality Multi-Contrast Magnetic Resonance Imaging From Multi-Echo Acquisition Using Multi-Task Deep Generative Model.

Wang G, Gong E, Banerjee S, Martin D, Tong E, Choi J, Chen H, Wintermark M, Pauly JM, Zaharchuk G. Wang G, et al. Among authors: zaharchuk g. IEEE Trans Med Imaging. 2020 Oct;39(10):3089-3099. doi: 10.1109/TMI.2020.2987026. Epub 2020 Apr 10. IEEE Trans Med Imaging. 2020. PMID: 32286966

8

Generalization of deep learning models for ultra-low-count amyloid PET/MRI using transfer learning.

Chen KT, Schürer M, Ouyang J, Koran MEI, Davidzon G, Mormino E, Tiepolt S, Hoffmann KT, Sabri O, Zaharchuk G, Barthel H. Chen KT, et al. Among authors: zaharchuk g. Eur J Nucl Med Mol Imaging. 2020 Dec;47(13):2998-3007. doi: 10.1007/s00259-020-04897-6. Epub 2020 Jun 13. Eur J Nucl Med Mol Imaging. 2020. PMID: 32535655 Free PMC article.

9

Tau PET imaging with ¹⁸F-PI-2620 in aging and neurodegenerative diseases.

Mormino EC, Toueg TN, Azevedo C, Castillo JB, Guo W, Nadiadwala A, Corso NK, Hall JN, Fan A, Trelle AN, Harrison MB, Hunt MP, Sha SJ, Deutsch G, James M, Fredericks CA, Koran ME, Zeineh M, Poston K, Greicius MD, Khalighi M, Davidzon GA, Shen B, Zaharchuk G, Wagner AD, Chin FT. Mormino EC, et al. Among authors: zaharchuk g. Eur J Nucl Med Mol Imaging. 2021 Jul;48(7):2233-2244. doi: 10.1007/s00259-020-04923-7. Epub 2020 Jun 23. Eur J Nucl Med Mol Imaging. 2021. PMID: 32572562 Free PMC article.

10

True ultra-low-dose amyloid PET/MRI enhanced with deep learning for clinical interpretation.

Chen KT, Toueg TN, Koran MEI, Davidzon G, Zeineh M, Holley D, Gandhi H, Halbert K, Boumis A, Kennedy G, Mormino E, Khalighi M, Zaharchuk G. Chen KT, et al. Among authors: zaharchuk g. Eur J Nucl Med Mol Imaging. 2021 Jul;48(8):2416-2425. doi: 10.1007/s00259-020-05151-9. Epub 2021 Jan 8. Eur J Nucl Med Mol Imaging. 2021. PMID: 33416955 Free PMC article.

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